{"id":"W4390396376","doi":"10.3917/psys.081.0067","title":"10.3917/psys.081.0067","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Political science; 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":[0.001125593,0.001255411,0.000903625,0.002848344,0.003274346,0.004784563,0.001025022,0.002787356,0.9438789],"category_scores_gemma":[0.003641377,0.0008257267,0.0005354714,0.002747582,0.002655465,0.005331839,0.003876217,0.002752364,0.9050854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747044,"about_ca_system_score_gemma":0.002949149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008793665,"about_ca_topic_score_gemma":0.008622666,"domain_scores_codex":[0.9993294,0.0001330496,0.0000637544,0.0001523468,0.000206175,0.0001151931],"domain_scores_gemma":[0.998049,0.0004529828,0.0001304323,0.0002500395,0.000569309,0.0005481997],"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":[0.0001417455,0.0002121305,0.001757355,0.0004634116,0.00001405853,0.0002597363,0.0008627963,0.00007654065,0.0003526711,0.01120884,0.5891007,0.39555],"study_design_scores_gemma":[0.00004908282,0.0000390469,0.004545083,0.0008178286,0.00001252514,0.0006421635,0.0009418788,0.00009554107,0.0001225795,0.004997279,0.9877102,0.00002687496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001280961,0.002266186,0.0008118711,0.004748364,0.001286355,0.0001185416,0.003186592,0.0008793619,0.9854218],"genre_scores_gemma":[0.01162723,0.003296182,0.0006622159,0.002139132,0.0003725274,0.0002357311,0.00135509,0.0003260382,0.9799858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05612105,"threshold_uncertainty_score":0.08004987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027073142474781,"score_gpt":0.3844447239773197,"score_spread":0.2817374097298416,"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."}}