{"id":"W4245059164","doi":"10.7202/1039902ar","title":"Liminaire","year":2016,"lang":"fr","type":"article","venue":"Tangence","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008694067,0.001169932,0.0005505242,0.000850652,0.002704975,0.003803856,0.000642786,0.002126491,0.06209249],"category_scores_gemma":[0.002468209,0.0002541765,0.0004821061,0.0006127295,0.001696361,0.002344098,0.002159158,0.005471389,0.01981743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024233,"about_ca_system_score_gemma":0.001592307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01114353,"about_ca_topic_score_gemma":0.01462674,"domain_scores_codex":[0.9988461,0.000373597,0.000042825,0.0003265459,0.0002965435,0.0001143794],"domain_scores_gemma":[0.9994463,0.0002207548,0.00006089876,0.0000383362,0.0001397405,0.00009398638],"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":[0.0003518015,0.0001029482,0.001933297,0.000610803,0.00006049569,0.001746788,0.003131491,0.0002555613,0.00190514,0.1477614,0.5986336,0.2435067],"study_design_scores_gemma":[0.000005587282,0.00001275261,0.0006388381,0.00006844712,0.000002346986,0.0004320456,0.0002150325,0.00004229967,0.0002186057,0.001698366,0.996659,0.000006542181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01859713,0.1914965,0.003728352,0.2077093,0.04943545,0.0001098368,0.001096593,0.00049023,0.5273367],"genre_scores_gemma":[0.08671004,0.0377008,0.002524316,0.02838394,0.01298946,0.0001488725,0.0003976507,0.0003725735,0.8307724],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06209249,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06400465791926851,"score_gpt":0.2703544756957669,"score_spread":0.2063498177764984,"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."}}