{"id":"W2115580267","doi":"10.1002/j.2161-1920.2009.tb00068.x","title":"career awareness of new graduates and recruiting activities by companies in japan","year":2009,"lang":"en","type":"article","venue":"Journal of Employment Counseling","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Career development; Process (computing); Psychology; Career portfolio; Career education; Cognitive Information Processing; Career counseling; Public relations; Pedagogy; Vocational education; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421431,0.0001195565,0.0001901361,0.001278466,0.002446705,0.001340369,0.0003310122,0.0007460194,0.002856519],"category_scores_gemma":[0.003152482,0.0002037051,0.0002295207,0.000728588,0.0004943183,0.0009419211,0.001411333,0.0007852146,0.000199099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142815,"about_ca_system_score_gemma":0.002214718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03331401,"about_ca_topic_score_gemma":0.0604528,"domain_scores_codex":[0.9994785,0.0001420729,0.00004059007,0.00005496677,0.0001042233,0.000179552],"domain_scores_gemma":[0.9962132,0.000366105,0.001107203,0.00005874681,0.000594108,0.001660661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005144519,0.0001973725,0.9411194,0.00006226288,0.00001070875,0.0004947823,0.03955158,0.00001558714,0.0005111116,0.0002343933,0.001551949,0.01619943],"study_design_scores_gemma":[0.000003406087,0.00005533892,0.9346914,0.00003930619,0.000009067511,0.0002119914,0.06170813,0.00006532806,0.00005650163,0.00004363822,0.003105977,0.000009969279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997221,0.0002313051,0.00001713293,0.0006275879,0.00001718382,0.000004832808,0.00001404202,0.000001328987,0.00186554],"genre_scores_gemma":[0.9978612,0.0003441355,0.00003770306,0.0002956308,0.00002323151,0.000006485739,0.00003355849,0.000002216329,0.001395912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03331401,"threshold_uncertainty_score":0.06624019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07300824714917713,"score_gpt":0.3638734314156022,"score_spread":0.2908651842664251,"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."}}