{"id":"W4404025129","doi":"10.22215/cujs.v3i1.4804","title":"Explore, Plan, Succeed!: A Career Development Study","year":2024,"lang":"en","type":"article","venue":"Carleton undergraduate journal of science.","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Career development; Plan (archaeology); Psychology; Medical education; Medicine; Pedagogy; Geography","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":[0.004445574,0.0005488134,0.0006768777,0.0008314656,0.006162455,0.002604611,0.0009131173,0.001126375,0.005068318],"category_scores_gemma":[0.005110339,0.0008563881,0.0004254869,0.0004960986,0.001089958,0.001212706,0.002318436,0.004267469,0.002062708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008276437,"about_ca_system_score_gemma":0.003062537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003743419,"about_ca_topic_score_gemma":0.008229129,"domain_scores_codex":[0.9987609,0.0005116428,0.00004917679,0.0001061165,0.0002556257,0.0003165732],"domain_scores_gemma":[0.9934877,0.001754143,0.0003872949,0.0005224211,0.0005799904,0.003268454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006993879,0.2702592,0.2732566,0.0003660172,0.00009969831,0.003398123,0.2582456,0.0007791339,0.01415522,0.006179998,0.01836011,0.1479063],"study_design_scores_gemma":[0.005731623,0.08123041,0.5144342,0.0002645498,0.0001329271,0.002222824,0.2793379,0.003958848,0.007402042,0.005489631,0.099424,0.0003712225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975303,0.00003042727,0.0001438556,0.000344871,0.00002095234,0.0002658318,0.00007669875,0.000008497681,0.001578652],"genre_scores_gemma":[0.9815228,0.0002281479,0.002960069,0.00154123,0.00003943692,0.00177038,0.0003448914,0.00001687307,0.01157615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006162455,"threshold_uncertainty_score":0.02351069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09721500137903949,"score_gpt":0.3672731667411093,"score_spread":0.2700581653620698,"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."}}