{"id":"W2973482621","doi":"","title":"ACQUISITION OF PROFESSIONAL COMPETENCY DURING THE APPRENTICESHIP OF GEOLOGISTS-IN-TRAINING: NEW GUIDANCE FOR SUPERVISED PRACTICE UNDER QUEBEC REGULATIONS","year":2014,"lang":"en","type":"article","venue":"2014 GSA Annual Meeting in Vancouver, British Columbia (19–22 October 2014)","topic":"Engineering and Environmental Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Training (meteorology); Medical education; Professional development; Engineering management; Engineering; Medicine; Geography; Archaeology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000904033,0.0001938192,0.0004449581,0.00006705526,0.0001649038,0.00005069534,0.0003001696,0.0001257701,0.00009251468],"category_scores_gemma":[0.0006074622,0.0002629649,0.0001039109,0.0001908852,0.0001689098,0.0003386607,0.0001144825,0.0002550431,0.000004181544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016435,"about_ca_system_score_gemma":0.00006302418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05637737,"about_ca_topic_score_gemma":0.368459,"domain_scores_codex":[0.9979807,0.0001404607,0.0007332717,0.0003426606,0.0003440896,0.0004588223],"domain_scores_gemma":[0.9984815,0.0007934396,0.0002200088,0.0003120789,0.00009765172,0.00009532437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001614692,0.0005564288,0.1412502,0.002309806,0.0002336145,0.00001487645,0.004765794,0.54823,0.004348789,0.000273554,0.2905123,0.007343158],"study_design_scores_gemma":[0.002831727,0.0001012934,0.9627036,0.001477719,0.00007406429,0.00002631612,0.004789613,0.01419364,0.0001789887,0.001009098,0.01198701,0.0006269012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869615,0.002252114,0.003204464,0.0002177454,0.001978735,0.0008627016,0.000115958,0.000173133,0.004233597],"genre_scores_gemma":[0.991256,0.0001606929,0.005955116,0.00005859701,0.0001750901,0.000106699,0.00002327098,0.00005269175,0.00221185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8214535,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007446426391255485,"score_gpt":0.2191171281289784,"score_spread":0.2116707017377229,"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."}}