{"id":"W4240378648","doi":"10.7202/rs","title":"Recherches sociographiques","year":2012,"lang":"fr","type":"paratext","venue":"Recherches sociographiques","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":53,"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":[0.008946064,0.004176963,0.00387784,0.0134264,0.008010342,0.02181679,0.002439494,0.006803839,0.2205811],"category_scores_gemma":[0.02557651,0.001151103,0.002593682,0.01543587,0.004435649,0.007275061,0.003255003,0.01124554,0.07905331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02214335,"about_ca_system_score_gemma":0.01371479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1893361,"about_ca_topic_score_gemma":0.07752487,"domain_scores_codex":[0.9816043,0.008229126,0.0009264824,0.001944356,0.00648651,0.0008091078],"domain_scores_gemma":[0.9819325,0.007526486,0.0005990294,0.003113937,0.00572779,0.001100389],"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":[0.0001944542,0.0001990756,0.0004708922,0.0009566846,0.00008199918,0.0002920102,0.003003275,0.001020793,0.0009587759,0.2421712,0.5986981,0.1519528],"study_design_scores_gemma":[0.00005839349,0.00002531745,0.001439373,0.0002719399,0.00001819033,0.0001314702,0.0006017274,0.0003624151,0.0003504792,0.006708703,0.9900035,0.00002835422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007827437,0.06015564,0.01970804,0.04745107,0.02062325,0.0003868738,0.01928382,0.005103796,0.8194601],"genre_scores_gemma":[0.06270371,0.04042412,0.01571734,0.002698218,0.01513786,0.001219576,0.01254141,0.002712857,0.846845],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2205811,"threshold_uncertainty_score":0.7379172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2854321769034632,"score_gpt":0.386284714628195,"score_spread":0.1008525377247318,"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."}}