{"id":"W2076937066","doi":"10.1080/13598130124367","title":"Attribution of Career Facilitators by Eminent Women from Canada and Finland","year":2001,"lang":"en","type":"article","venue":"High Ability Studies","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Socioeconomic status; Marital status; Exploratory research; Educational attainment; Attribution; Social psychology; Demography; Political science; Sociology; Social science; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0002210298,0.0001188416,0.0002662951,0.00001943546,0.00009275103,0.000004121044,0.00006583824,0.0000425416,0.0003194855],"category_scores_gemma":[0.0001072522,0.0001032946,0.00001786008,0.00009535413,0.0001767145,0.0000317105,0.00003506542,0.00005806843,0.00000364373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002497027,"about_ca_system_score_gemma":0.00006135173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6869139,"about_ca_topic_score_gemma":0.4518759,"domain_scores_codex":[0.9990065,0.00009775964,0.0002536708,0.0002798464,0.0001443312,0.0002178962],"domain_scores_gemma":[0.9991814,0.0002777716,0.00007450725,0.0002543232,0.0001460117,0.00006592857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003843391,0.00009355199,0.9664193,0.00002771414,0.0001834619,6.916748e-7,0.01395109,3.806604e-7,0.0000594727,0.00006862536,0.018531,0.0006262541],"study_design_scores_gemma":[0.0003689761,0.00005656036,0.9620634,0.000006967024,0.00002048856,2.48769e-7,0.02035818,1.310276e-7,0.00007356956,0.0005936176,0.01636087,0.00009695269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938039,0.003756898,0.00001245307,0.0008296026,0.0007024824,0.0001543026,0.0006703198,0.00001029098,0.00005972107],"genre_scores_gemma":[0.998732,0.000225071,0.00001397527,0.00009736302,0.00004909728,0.00007672889,0.00006237943,0.000004445155,0.0007389373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.235038,"threshold_uncertainty_score":0.5581259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513369404306942,"score_gpt":0.3114093902443568,"score_spread":0.2762756962012874,"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."}}