{"id":"W2945302740","doi":"10.5070/pg7311043848","title":"PG first page","year":2018,"lang":"fr","type":"article","venue":"Paroles gelées","topic":"Contemporary art, education, critique","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001392797,0.0002156327,0.0002295426,0.00007085357,0.001209545,0.0001592703,0.0004591362,0.0002011798,0.005217216],"category_scores_gemma":[0.0002155305,0.0002438003,0.0001151141,0.0004381651,0.001661615,0.001501872,0.00006020041,0.000174544,0.004504219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072439,"about_ca_system_score_gemma":0.0004559617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006165537,"about_ca_topic_score_gemma":0.02711174,"domain_scores_codex":[0.9976068,0.0007025842,0.0003372665,0.0004224892,0.0003339773,0.0005968655],"domain_scores_gemma":[0.9986711,0.0003122056,0.0001312799,0.0003921509,0.0002263934,0.0002668538],"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":[0.00001827754,0.0003329736,0.04137136,0.00008720806,0.00005488582,0.000009741516,0.08603969,7.528769e-7,0.00009109809,0.1226703,0.727259,0.02206473],"study_design_scores_gemma":[0.0001366624,0.00009627041,0.004750884,0.0001241201,0.00002884336,0.00000351176,0.009574153,0.00007922743,0.0006618503,0.01399317,0.970266,0.0002853346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3016602,0.01462502,0.0001347542,0.3826207,0.007549571,0.0004272321,0.00004766672,0.0001864802,0.2927484],"genre_scores_gemma":[0.7661807,0.002863701,0.0005011483,0.0006849517,0.004674679,0.00002588273,0.000008109117,0.00002184941,0.225039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4645205,"threshold_uncertainty_score":0.9962709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108258261870483,"score_gpt":0.313247738210768,"score_spread":0.2821651555920632,"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."}}