{"id":"W7015620578","doi":"","title":"Teacher Perspectives On The Instruction Of Workplace Transferrable 21st Century Skills In The High School Setting","year":2024,"lang":"en","type":"other","venue":"Human Biology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); 21st century skills; Skills management; Quarter (Canadian coin); Curriculum; Resistance (ecology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00302938,0.0002395278,0.0004484468,0.001176762,0.007323884,0.004042581,0.000539356,0.001109091,0.002175559],"category_scores_gemma":[0.005871731,0.0004873707,0.0003240788,0.0007128671,0.004027664,0.00125771,0.002603004,0.002303251,0.0004749059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003096782,"about_ca_system_score_gemma":0.003501944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121569,"about_ca_topic_score_gemma":0.02720794,"domain_scores_codex":[0.9953716,0.002862646,0.0001667051,0.0002140534,0.0004984229,0.0008864714],"domain_scores_gemma":[0.9927509,0.00351676,0.001017258,0.0001609458,0.0008007617,0.001753342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005943694,0.0004668495,0.05415304,0.000176221,0.00000730421,0.00200294,0.9279439,0.00005412193,0.003039622,0.001419854,0.001136486,0.009540189],"study_design_scores_gemma":[0.00001721901,0.0002572952,0.04722383,0.0001889268,0.00001113295,0.0005601897,0.9351262,0.00008828504,0.0009475288,0.0003321873,0.01522908,0.00001806532],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901401,0.0004369628,0.0003539523,0.001662699,0.00003661677,0.00001766148,0.000009365194,0.000008997079,0.007333699],"genre_scores_gemma":[0.9970384,0.0004607996,0.0001584519,0.000245687,0.0000128168,0.00001203215,0.000007267431,0.000005471366,0.002059202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01121569,"threshold_uncertainty_score":0.02246886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383868711543827,"score_gpt":0.2755234731022116,"score_spread":0.2616847859867734,"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."}}