{"id":"W7101091812","doi":"","title":"FACULTÉ DES SCIENCES SOCIALES","year":2015,"lang":"en","type":"article","venue":"","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human science; Research methodology; Subject (documents); Social environment","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006290582,0.00002680796,0.0000323184,0.00003841404,0.0007532617,0.00003893595,0.0001592386,0.00005077529,0.000105371],"category_scores_gemma":[0.0002795559,0.00002241972,0.00001272705,0.0002553953,0.003096145,0.0001266319,0.00001464267,0.00002833164,0.0001346411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087442,"about_ca_system_score_gemma":0.0006491647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002955728,"about_ca_topic_score_gemma":0.003600833,"domain_scores_codex":[0.9995226,0.00004919734,0.00004323894,0.00008028876,0.0001555706,0.0001491385],"domain_scores_gemma":[0.9998031,0.00002487763,0.00001374784,0.00003555305,0.00006877239,0.00005389549],"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":[3.10819e-7,0.00002559578,0.04079517,5.379355e-7,0.000002451091,1.617871e-7,0.03532305,9.790455e-7,0.00001596006,0.9005311,0.01367179,0.00963295],"study_design_scores_gemma":[0.00005212134,0.00002344403,0.004276695,0.000001085972,0.000002717049,4.648238e-7,0.1864151,0.000002687048,0.0002448815,0.7714584,0.03746368,0.00005876074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3312905,0.00008527954,0.0003264681,0.003362493,0.0002020626,0.00003585522,2.088183e-7,0.0001457343,0.6645514],"genre_scores_gemma":[0.9914594,0.00001116629,0.003852964,0.0001006009,0.00008571787,0.000003320443,3.599093e-7,0.000001228227,0.004485255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6601689,"threshold_uncertainty_score":0.9996169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6291534990786544,"score_gpt":0.501365517522445,"score_spread":0.1277879815562094,"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."}}