{"id":"W7024308299","doi":"","title":"Program and Index of Papers for [PSA 2006] Philosophy of Science Assoc. 20th Biennial Mtg (Vancouver)","year":2006,"lang":"en","type":"other","venue":"PhilSci-Archive (University of Pittsburgh)","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Philosophy of science; Economic methodology; General interest","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003000604,0.001731624,0.002325092,0.008348081,0.002257689,0.01043389,0.001796341,0.002088797,0.6522712],"category_scores_gemma":[0.008894108,0.0008198836,0.0009665374,0.0128644,0.0007760116,0.002780687,0.00257144,0.002608033,0.6250935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005556684,"about_ca_system_score_gemma":0.007269213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01571961,"about_ca_topic_score_gemma":0.04825084,"domain_scores_codex":[0.9970345,0.0001857802,0.0001439165,0.0003349487,0.002068483,0.000232322],"domain_scores_gemma":[0.9868566,0.0007828387,0.0006277006,0.000555173,0.00645439,0.00472331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001146786,0.00001652976,0.00005551668,0.0001063319,0.000002893133,0.000007473183,0.000007187055,0.00003573893,0.00005488502,0.0004405486,0.9744878,0.02477363],"study_design_scores_gemma":[0.00001113011,0.00001480739,0.0008215311,0.000124698,0.000004520392,0.00001934575,0.00001770344,0.00007287554,0.00007323099,0.0005756115,0.9982561,0.000008302041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006594227,0.010841,0.002218396,0.0247756,0.03109376,0.0006704181,0.02596488,0.002436448,0.9013401],"genre_scores_gemma":[0.00114388,0.00424724,0.0005618213,0.0007145069,0.002693258,0.0001071371,0.005140546,0.0008082283,0.9845834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9842804,"threshold_uncertainty_score":0.4959929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116861415888668,"score_gpt":0.2205655851504406,"score_spread":0.2093969709915539,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}