{"id":"W4255747668","doi":"10.4000/qds.584","title":"Presentazione","year":2012,"lang":"it","type":"article","venue":"Quaderni di Sociologia","topic":"Weber, Simmel, Sociological Theory","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.005109331,0.0006492969,0.0009341697,0.00008719801,0.001613587,0.0001262978,0.001342778,0.002105318,0.009331348],"category_scores_gemma":[0.002799686,0.0005640892,0.0006547784,0.0004649446,0.00480858,0.0006852705,0.0005447288,0.00161996,0.01748075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006395507,"about_ca_system_score_gemma":0.0002175563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005439855,"about_ca_topic_score_gemma":0.000007366695,"domain_scores_codex":[0.9904261,0.004334166,0.000808501,0.0008055022,0.0008779102,0.002747794],"domain_scores_gemma":[0.9946934,0.003029627,0.000548759,0.0007006943,0.0001555764,0.0008719726],"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":[0.0001037387,0.001430905,0.3330415,0.0000722304,0.0004773717,0.00001691725,0.1074461,0.00001355152,0.0009669664,0.4999034,0.05357814,0.00294916],"study_design_scores_gemma":[0.001607354,0.0006513208,0.3064164,0.0001269601,0.0004190755,0.00001005044,0.1981976,0.00005079611,0.0003732414,0.08115456,0.4081739,0.002818796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7697562,0.01078944,0.0003088328,0.008805718,0.006559429,0.001215756,0.00007901478,0.001235015,0.2012506],"genre_scores_gemma":[0.9773343,0.001729275,0.0002316102,0.001945186,0.006105132,0.000084601,0.00002934541,0.00009072694,0.01244985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4187489,"threshold_uncertainty_score":0.9996862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08035607124223396,"score_gpt":0.3552047214988904,"score_spread":0.2748486502566564,"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."}}