{"id":"W2992024032","doi":"","title":"Career Resources for the Virtual World for Canadian Users","year":2014,"lang":"en","type":"article","venue":"The Career Planning and Adult Development Journal","topic":"Education and Military Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Appeal; Career development; Diversity (politics); Government (linguistics); World Wide Web; Multimedia; Public relations; Medical education; Computer science; Psychology; Sociology; Political science; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001527623,0.00007724819,0.00007224495,0.00007974479,0.003106741,0.0001997583,0.0002288089,0.00003509811,0.00001915493],"category_scores_gemma":[0.0004969891,0.00004397669,0.00003751388,0.00008563021,0.00009783158,0.00007801566,0.000007119028,0.0001403205,0.000001868485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154479,"about_ca_system_score_gemma":0.0004942758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01007756,"about_ca_topic_score_gemma":0.2890277,"domain_scores_codex":[0.9992145,0.00008171179,0.0001523286,0.00009022356,0.0001868777,0.0002743742],"domain_scores_gemma":[0.9988976,0.0005267226,0.00006039717,0.00006206729,0.0002799731,0.0001732154],"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":[0.0000629868,0.000008590959,0.0215304,0.00000952036,0.0001086368,6.035082e-7,0.6940502,0.0002473847,0.0000131255,0.01786567,0.1962939,0.06980901],"study_design_scores_gemma":[0.0001842048,0.00002214754,0.008156626,0.00004190662,0.0000172639,0.000003428828,0.1288037,0.0001367553,0.00002114081,0.000285815,0.8622431,0.00008388315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8964,0.001176577,0.008319425,0.08133496,0.002890719,0.0009494519,0.00002806651,0.00004841765,0.008852335],"genre_scores_gemma":[0.9873358,0.00002235301,0.0008679216,0.002696894,0.0007835098,0.00004794076,0.00001157864,0.000008381176,0.00822564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6659492,"threshold_uncertainty_score":0.9981911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04324175133217766,"score_gpt":0.2982105324668274,"score_spread":0.2549687811346497,"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."}}