{"id":"W4390407703","doi":"10.3917/leph.021.0165","title":"10.3917/leph.021.0165","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":"Philosophy; Humanities","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":[0.002032025,0.001344404,0.0008677102,0.002089553,0.004177512,0.008057836,0.001440229,0.005844198,0.943619],"category_scores_gemma":[0.002419943,0.0009065256,0.0008135744,0.002290012,0.003393266,0.006694313,0.00531729,0.003719485,0.9245632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003211982,"about_ca_system_score_gemma":0.002669704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007196983,"about_ca_topic_score_gemma":0.008951046,"domain_scores_codex":[0.9987978,0.0002024089,0.00009501507,0.0003687568,0.0002799181,0.0002561415],"domain_scores_gemma":[0.9976897,0.0004969106,0.0001375986,0.0004262067,0.0006856408,0.0005639675],"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":[0.000218033,0.000209356,0.002279326,0.0005610667,0.00002066307,0.000409936,0.0005243298,0.0001018967,0.0007729396,0.02994536,0.4942087,0.4707484],"study_design_scores_gemma":[0.00002583288,0.000019225,0.001346962,0.0003451422,0.000007059374,0.0002915263,0.000516856,0.00007706002,0.0001609138,0.002737896,0.9944541,0.00001741416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000763043,0.001273203,0.0006182329,0.0044523,0.001500161,0.00005869704,0.001135675,0.0005333807,0.9896653],"genre_scores_gemma":[0.004219574,0.0006367103,0.0003326318,0.001517812,0.0002839236,0.00005521776,0.0003998592,0.0002095016,0.9923448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05638099,"threshold_uncertainty_score":0.08042055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09771960645305258,"score_gpt":0.3793519097497636,"score_spread":0.281632303296711,"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."}}