{"id":"W1902592741","doi":"","title":"Learning the Tricks of the Trades: Women's Experiences","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Passion; Psychology; Focus group; Work (physics); Applied psychology; Interpretative phenomenological analysis; Social psychology; Work environment; Pedagogy; Sociology; Qualitative research; Job satisfaction; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001929922,0.00004732969,0.0001015848,0.00004438701,0.00078048,0.00006721316,0.0003000198,0.00004290451,0.0001813919],"category_scores_gemma":[0.000009347537,0.00002809414,0.00005791109,0.00016772,0.0003892059,0.00006896452,8.461701e-8,0.0001726795,5.110704e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001183808,"about_ca_system_score_gemma":0.0001903363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562334,"about_ca_topic_score_gemma":0.005078622,"domain_scores_codex":[0.9990513,0.0003656797,0.0001522612,0.00005354934,0.0002020686,0.0001751756],"domain_scores_gemma":[0.9993469,0.0001481817,0.0001792091,0.0000693322,0.00008327146,0.0001731315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001473931,0.000005115995,0.00224167,0.000003123716,0.00001911836,3.51287e-7,0.9760637,0.00005307138,0.00001187979,0.004356795,0.0005859461,0.01664449],"study_design_scores_gemma":[0.0002193684,0.0001148349,0.000350309,0.00002429866,0.000005594562,0.000002836824,0.123831,0.00002118503,0.00002343437,0.0250899,0.8502618,0.00005544505],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901329,0.001943193,0.003818096,0.002270003,0.0005341475,0.00004145106,7.166346e-7,0.000001977666,0.001257477],"genre_scores_gemma":[0.9873055,0.01162729,0.000009319364,0.0005124416,0.0001683504,8.733022e-7,2.555626e-8,0.000002613155,0.0003735494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8522328,"threshold_uncertainty_score":0.60029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03771181416883111,"score_gpt":0.2622112212616248,"score_spread":0.2244994070927937,"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."}}