{"id":"W3033711772","doi":"","title":"LibGuides: Grade 11 and 12 Communications Technology University/College Preparation TGJ3M and TGJ4M: Professional Practice and Career Opportunities","year":2020,"lang":"en","type":"libguides","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Sociology; Pedagogy; Management; Psychology; Public relations; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001135218,0.0003195215,0.0003339474,0.0003327008,0.0002218706,0.00004486328,0.0002789565,0.0004298702,0.00001756471],"category_scores_gemma":[0.0001277747,0.0003599536,0.00002452315,0.000173186,0.0002629111,0.0004505609,0.0005776349,0.0006766289,0.000002297609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017482,"about_ca_system_score_gemma":0.00006777437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006168236,"about_ca_topic_score_gemma":0.00007526285,"domain_scores_codex":[0.99899,0.0000742169,0.0002534341,0.0003079977,0.0001595798,0.0002147869],"domain_scores_gemma":[0.9989908,0.0003375599,0.00008400899,0.000395656,0.00006186405,0.0001300796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001304515,0.0002649445,0.0025089,0.005501633,0.002175955,0.0005037425,0.01871502,0.003590468,0.009669219,0.2760519,0.6754856,0.005402165],"study_design_scores_gemma":[0.0003085544,0.00007592027,0.00008199525,0.0002678217,0.0001161807,0.0001504669,0.0132403,0.02296351,0.0002550346,0.00004988983,0.9620469,0.0004434153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.135817,0.2481141,0.01070007,0.1270225,0.008254784,0.01184526,0.005113224,0.02506113,0.4280719],"genre_scores_gemma":[0.6395321,0.06988266,0.195092,0.0009782097,0.0006488304,0.0002165334,0.001746256,0.0007052897,0.09119818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5037151,"threshold_uncertainty_score":0.9998853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961261718901891,"score_gpt":0.2698175688015596,"score_spread":0.2302049516125407,"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."}}