{"id":"W4253162746","doi":"10.1522/cla.due.soc6","title":"Sociologie et sciences sociales","year":2002,"lang":"fr","type":"book","venue":"Classiques des sciences sociales.","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0114075,0.001571702,0.001980131,0.0004228149,0.01813265,0.001981528,0.005745315,0.002432921,0.002720281],"category_scores_gemma":[0.002426704,0.00150263,0.001507671,0.00437327,0.5013187,0.002991641,0.0009838298,0.001835347,0.001550296],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02056052,"about_ca_system_score_gemma":0.05157527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04296774,"about_ca_topic_score_gemma":0.06141911,"domain_scores_codex":[0.9819736,0.00482434,0.001683947,0.003046943,0.004489855,0.003981311],"domain_scores_gemma":[0.9907812,0.00469086,0.002460206,0.0005373499,0.0006809857,0.0008494148],"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":[0.000005785856,0.0002152172,0.005441538,0.00009702437,0.00007542328,0.00002714237,0.009405939,0.00004749974,0.00001744071,0.8251857,0.1456433,0.01383791],"study_design_scores_gemma":[0.0002944896,0.0006856471,0.002111719,0.0005953006,0.0001419304,0.000008895628,0.007944579,0.0002430889,0.00001502469,0.6438259,0.3423935,0.001739972],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008110729,0.02102825,0.0003890795,0.02662664,0.005286088,0.001039098,0.0002541158,0.0006107239,0.9366553],"genre_scores_gemma":[0.4236062,0.03029203,0.005941811,0.00419869,0.005387035,0.00008712293,0.00002831076,0.0001257967,0.530333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.483186,"threshold_uncertainty_score":0.9997031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6135745491586854,"score_gpt":0.4564538873016946,"score_spread":0.1571206618569908,"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."}}