{"id":"W4300341836","doi":"","title":"Abstracts of the CSCI Young Investigators Forum. September 25, 2008. Toronto, Canada.","year":2008,"lang":"en","type":"other","venue":"PubMed","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001871608,0.0003432278,0.000617492,0.000141085,0.0001490179,0.0002982222,0.004889103,0.0005613739,0.00205241],"category_scores_gemma":[0.005492289,0.0002053255,0.0001820043,0.0006381954,0.0003297251,0.0006382007,0.0005596784,0.0005921265,0.00003414194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000353913,"about_ca_system_score_gemma":0.001419656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7532859,"about_ca_topic_score_gemma":0.9618833,"domain_scores_codex":[0.994246,0.0001931447,0.0009812198,0.0006727231,0.00319218,0.0007146994],"domain_scores_gemma":[0.9962426,0.0003930762,0.001473157,0.001281933,0.0001670249,0.0004421716],"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":[0.000002024899,0.000008689023,0.02033106,0.000005113429,0.00003537274,0.000005202535,0.00004480772,0.000007208187,1.512596e-7,0.00004470116,0.9695721,0.009943595],"study_design_scores_gemma":[0.0001292549,9.564114e-7,0.1407557,0.00002891785,0.00001472503,0.00001440045,0.0001601265,0.000003620071,0.00003461984,0.0002363819,0.8584,0.0002212686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001355857,0.003163448,0.000003947291,0.001700405,0.004322214,0.0007976461,0.0002384262,0.00005281271,0.9883652],"genre_scores_gemma":[0.07566132,0.00009315172,0.00003499602,0.001301805,0.0004679996,0.0001933408,0.000009192929,0.0001499094,0.9220883],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2085974,"threshold_uncertainty_score":0.9988598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467478738619383,"score_gpt":0.289396336758006,"score_spread":0.2426484628960677,"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."}}