{"id":"W7132925052","doi":"","title":"Belief Identification in adolescence: development across age and domain","year":2008,"lang":"","type":"dissertation","venue":"TSpace","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociocultural evolution; Cognition; Construct (python library); Meaning (existential); Identity (music); Variation (astronomy); Moral development; Conviction; Flexibility (engineering)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006534557,0.000529386,0.0005657287,0.0001973901,0.0005939256,0.0001907941,0.0003983307,0.0007636903,0.0002346069],"category_scores_gemma":[0.0000791486,0.0005914557,0.00007896572,0.0004421024,0.0002649625,0.0001243414,0.00006772311,0.0006722108,0.0003502163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890193,"about_ca_system_score_gemma":0.0004631243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430133,"about_ca_topic_score_gemma":0.00313748,"domain_scores_codex":[0.996588,0.0002337388,0.001008458,0.001041551,0.0003739715,0.0007542989],"domain_scores_gemma":[0.9985003,0.0001307106,0.0005989994,0.0004848038,0.0001469405,0.0001382198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005838979,0.001126726,0.06256351,0.00121437,0.0001802035,0.0004334767,0.9045708,0.00002927421,0.003047827,0.004558719,0.005885578,0.01580566],"study_design_scores_gemma":[0.000498309,0.00004288164,0.7347163,0.0003124143,0.000009910539,0.00004254412,0.2553701,0.000001469788,0.0002255346,0.0004543301,0.007874564,0.000451709],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825374,0.005299991,0.00005134849,0.0008565055,0.002035471,0.0006967144,0.000009927167,0.00004183788,0.008470799],"genre_scores_gemma":[0.9433804,0.003067793,0.0008421356,0.0000954966,0.0001789053,0.0002661552,0.0009491943,0.00005078521,0.05116917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6721528,"threshold_uncertainty_score":0.9996537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04781613585648475,"score_gpt":0.4156536585541772,"score_spread":0.3678375226976925,"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."}}