{"id":"W3012089321","doi":"10.3968/11465","title":"Effects of Objective and Subjective Factors to Develop Intellectual Culture of Youth","year":2020,"lang":"en","type":"article","venue":"Canadian social science","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intellectual development; Personality; Sociology; Psychology; Intellectual ability; Social psychology; Epistemology; Social science; Developmental psychology; Cognition; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002463453,0.00007632597,0.0001313537,0.0001193248,0.0001754038,0.0000315666,0.0004820102,0.00003356473,0.000002398058],"category_scores_gemma":[0.001585653,0.00006869669,0.00001554093,0.002031648,0.0002273087,0.0001497973,0.0001066233,0.00007513418,0.000001370377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970404,"about_ca_system_score_gemma":0.00212014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002125921,"about_ca_topic_score_gemma":0.0003705318,"domain_scores_codex":[0.9991294,0.00005215802,0.0001110493,0.0002684691,0.0002293663,0.0002096173],"domain_scores_gemma":[0.9990653,0.0001374675,0.00004978099,0.00005383087,0.000273309,0.0004203551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000002292462,0.00001076132,0.0135651,0.00001741618,0.00001087987,0.000001032323,0.9555038,2.154035e-7,0.005141791,0.0117941,0.0001248821,0.01382778],"study_design_scores_gemma":[0.000244966,0.0002967389,0.7244628,0.00004928732,0.00001491527,0.000001256046,0.08674157,0.00007106356,0.1849473,0.001584322,0.00109644,0.0004892685],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701519,0.00006544372,0.02439531,0.0005392627,0.0002299947,0.0002619909,0.00001569621,0.00001432349,0.004326086],"genre_scores_gemma":[0.9821066,0.000001714301,0.01746,0.0003907447,0.00002427828,0.000003230387,4.627616e-7,0.000002336016,0.00001065378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8687622,"threshold_uncertainty_score":0.3761037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03089763462569325,"score_gpt":0.2730940429525145,"score_spread":0.2421964083268212,"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."}}