{"id":"W4237547206","doi":"10.4000/vertigo.5138","title":"Lectures | 2002","year":2008,"lang":"en","type":"paratext","venue":"VertigO","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005827956,0.001831279,0.0009408775,0.00150949,0.001696298,0.006488586,0.001476909,0.002004375,0.8509978],"category_scores_gemma":[0.001383913,0.0006191128,0.0006049598,0.001266835,0.0005110932,0.002842676,0.002120026,0.002028591,0.8111613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450514,"about_ca_system_score_gemma":0.001339887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004023231,"about_ca_topic_score_gemma":0.01694079,"domain_scores_codex":[0.999525,0.00005217859,0.00001762367,0.00008949904,0.0001983522,0.000117403],"domain_scores_gemma":[0.9993774,0.0000705321,0.00002324064,0.00005308184,0.0002124505,0.0002633842],"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":[0.00007782568,0.00003691824,0.00006994329,0.0000755986,0.000002996502,0.00004139082,0.00002652438,0.00005638096,0.0002299568,0.001479145,0.9659349,0.03196848],"study_design_scores_gemma":[0.0000221914,0.00001961956,0.000399117,0.00009854903,0.000003302681,0.00003012925,0.00004086873,0.00009240571,0.0001980247,0.0008917307,0.9981965,0.000007632601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006768366,0.001607025,0.000795613,0.001720105,0.003876802,0.0001006618,0.009344032,0.002283803,0.9795952],"genre_scores_gemma":[0.0006538604,0.0002591435,0.00008752065,0.00009991702,0.0001218248,0.00001420532,0.00128645,0.0002352749,0.9972417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1490022,"threshold_uncertainty_score":0.2125335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208725600019206,"score_gpt":0.261992049382132,"score_spread":0.2411194893802114,"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."}}