{"id":"W4213416610","doi":"10.5539/ijps.v14n1p60","title":"Efficacy of Flipping the College Career Planning Course -- A Finance Career Planning Course","year":2022,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Career planning; Psychology; Specialty; Promotion (chess); Medical education; Flipped classroom; Mathematics education; Pedagogy; Medicine","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":[0.005117663,0.0001400769,0.0003563009,0.0001110646,0.000869025,0.00003382913,0.001213095,0.00005168375,0.0001338531],"category_scores_gemma":[0.002043004,0.00009545201,0.0001795607,0.0003997926,0.0006434541,0.0001269243,0.0002790616,0.0008117023,0.000001971686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000272649,"about_ca_system_score_gemma":0.0001113683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003867763,"about_ca_topic_score_gemma":0.000007276204,"domain_scores_codex":[0.9964111,0.001043562,0.0006329492,0.0001862085,0.001457191,0.0002690108],"domain_scores_gemma":[0.9963768,0.001515794,0.0008853609,0.0001168624,0.001066322,0.00003883053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002853849,0.002613957,0.3088049,0.00002114374,0.004916748,0.002248355,0.303764,0.0271813,0.001404062,0.1262073,0.1896774,0.03030702],"study_design_scores_gemma":[0.003572961,0.0009133083,0.587411,0.0004674766,0.0001900337,0.0002899489,0.1929213,0.00007624596,0.00008931151,0.01021195,0.2033553,0.0005011969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712337,0.005548683,0.00107424,0.01040022,0.004875676,0.0001771639,0.00004039191,0.00002204549,0.006627866],"genre_scores_gemma":[0.9958484,0.00009324336,0.002160859,0.0007653653,0.0007726756,0.00001370698,0.000001183566,0.000008992466,0.0003355452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2786061,"threshold_uncertainty_score":0.6683925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2616099872538515,"score_gpt":0.522618150391344,"score_spread":0.2610081631374924,"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."}}