{"id":"W1977471651","doi":"10.7202/1010395ar","title":"L’amour 2.0, changements du masculin réels ou virtuels ?","year":2012,"lang":"fr","type":"article","venue":"Service social","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003880175,0.0002495481,0.0002814716,0.0000617175,0.001736995,0.00006697334,0.000432459,0.0004898781,0.002110881],"category_scores_gemma":[0.0002288474,0.000300382,0.0001851827,0.0007270188,0.0006547659,0.0007836215,0.0000862581,0.0003268922,0.001912011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000277728,"about_ca_system_score_gemma":0.0002836773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158941,"about_ca_topic_score_gemma":0.0007957114,"domain_scores_codex":[0.9966353,0.001187062,0.0003466844,0.00030135,0.0005220923,0.001007527],"domain_scores_gemma":[0.9985449,0.000438833,0.0002481156,0.0001412402,0.0003468439,0.0002800632],"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":[0.000005018698,0.0004805414,0.01779314,0.0001149955,0.0001757521,4.880318e-7,0.4248648,0.000001523297,0.00003692164,0.5325649,0.01406542,0.009896424],"study_design_scores_gemma":[0.0005097585,0.00002564641,0.08805703,0.00004406659,0.000155851,0.000001497377,0.2994956,0.00001553297,0.00001007907,0.008173064,0.6030742,0.0004376949],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3874535,0.004966642,0.0001455797,0.4516741,0.03529831,0.0005953534,0.0001042748,0.0001602042,0.1196021],"genre_scores_gemma":[0.9101111,0.0007863668,0.0006560417,0.009327395,0.06873335,0.00007656145,0.0001009454,0.00004027248,0.01016801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5890087,"threshold_uncertainty_score":0.9999448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2846541710039155,"score_gpt":0.4536568119036126,"score_spread":0.1690026408996971,"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."}}