{"id":"W3001678721","doi":"","title":"Orientations, désorientations et réorientations","year":2020,"lang":"fr","type":"article","venue":"Lex Electronica","topic":"French Urban and Social Studies","field":"Social Sciences","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":[],"consensus_categories":[],"category_scores_codex":[0.00084527,0.0007949769,0.0004640257,0.002593342,0.001287634,0.006345157,0.0002953029,0.001034904,0.0644697],"category_scores_gemma":[0.00340706,0.0002278981,0.0003029454,0.004912358,0.003089009,0.002830082,0.0008417234,0.001438723,0.01008306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003735198,"about_ca_system_score_gemma":0.001286026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03620465,"about_ca_topic_score_gemma":0.02118387,"domain_scores_codex":[0.998914,0.0004649993,0.00005703756,0.0001814843,0.0002765272,0.0001059629],"domain_scores_gemma":[0.9988033,0.0005694233,0.0002024853,0.0001080811,0.0002224421,0.00009431349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001451581,0.00003761137,0.004376454,0.0003140425,0.00002556138,0.0001833891,0.005805994,0.0004831976,0.0006425736,0.7772907,0.05238008,0.1583153],"study_design_scores_gemma":[0.00005514721,0.0000723593,0.04235494,0.000444158,0.00002557905,0.00113551,0.0121612,0.0008474505,0.000515444,0.1363609,0.8059673,0.00006003542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06855797,0.03836562,0.007168389,0.009808915,0.001964241,0.0000415018,0.003085867,0.0003125095,0.870695],"genre_scores_gemma":[0.6186029,0.02954126,0.005920717,0.0008140467,0.001538576,0.0001477279,0.002157739,0.000203392,0.3410736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0644697,"threshold_uncertainty_score":0.2156726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06790447706039793,"score_gpt":0.3246315814648918,"score_spread":0.2567271044044939,"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."}}