{"id":"W4253523438","doi":"10.1522/cla.sif.vap.inv","title":"invention esthetique","year":2003,"lang":"fr","type":"book","venue":"Classiques des sciences sociales.","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007106826,0.0008169233,0.00063046,0.002005376,0.003277499,0.005796871,0.0008120818,0.001695744,0.05870643],"category_scores_gemma":[0.00215568,0.0003502634,0.0006979393,0.002420772,0.005505004,0.004494009,0.002360075,0.003777173,0.02493437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004042946,"about_ca_system_score_gemma":0.002809377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004773274,"about_ca_topic_score_gemma":0.007940657,"domain_scores_codex":[0.9990951,0.0002148359,0.00004829335,0.0002202357,0.0003202154,0.0001013872],"domain_scores_gemma":[0.9993526,0.0002251122,0.0000361146,0.0001301838,0.000203739,0.00005225753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002577629,0.00001017401,0.00008457009,0.0001736424,0.000004626002,0.00009781565,0.0009763107,0.0001024043,0.0002384179,0.737732,0.20795,0.05260428],"study_design_scores_gemma":[0.00000228177,0.000004714416,0.00005666622,0.00004941271,0.000001617721,0.00009820109,0.0000635514,0.00003892707,0.00006160377,0.01435965,0.9852605,0.000002838869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009338409,0.01911678,0.003811995,0.006213269,0.007946972,0.00003641631,0.0002395945,0.0001559528,0.9615452],"genre_scores_gemma":[0.01997338,0.01230444,0.00245261,0.002117523,0.002717006,0.00009387291,0.0002327442,0.0002069122,0.9599015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05870643,"threshold_uncertainty_score":0.1963926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2740796846777093,"score_gpt":0.3923573931219637,"score_spread":0.1182777084442544,"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."}}