{"id":"W2308725831","doi":"10.25777/740d-5683","title":"Middle School Parents' Perceptions of Career and Technical Education","year":2019,"lang":"en","type":"article","venue":"ODU Digital Commons (Old Dominion University)","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Pedagogy; Career development; Mathematics education","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":[0.001419515,0.0001996294,0.0002261284,0.0009969661,0.001397944,0.001715822,0.0002874621,0.0004344224,0.004082124],"category_scores_gemma":[0.004058773,0.0002187395,0.0002133442,0.0005704883,0.0006300503,0.0006532678,0.0007899104,0.0005961263,0.000251599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008752158,"about_ca_system_score_gemma":0.0007736046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02346126,"about_ca_topic_score_gemma":0.03301517,"domain_scores_codex":[0.9992228,0.0002547959,0.00004344506,0.00006532059,0.0002164775,0.0001972613],"domain_scores_gemma":[0.9967033,0.000927659,0.0008832216,0.00009817749,0.0004450008,0.0009425672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006176306,0.0001746803,0.9129209,0.00003153766,0.00001820354,0.0006897626,0.07244617,0.00004761077,0.0007219724,0.0004769188,0.0007652424,0.01164523],"study_design_scores_gemma":[0.000006293749,0.0001371321,0.832919,0.00007854169,0.00002015245,0.0003094515,0.1616326,0.00011975,0.0002788132,0.0001175707,0.004365677,0.0000150046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982708,0.00009889389,0.00004041005,0.0001097564,0.000005409574,0.000003279843,0.00001671638,0.000002439749,0.00145238],"genre_scores_gemma":[0.9992146,0.0001067084,0.00004021985,0.00003704851,0.000001876436,0.000003626586,0.00002043231,0.000001000935,0.0005743859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02346126,"threshold_uncertainty_score":0.0466494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02391421327694277,"score_gpt":0.2070525618036173,"score_spread":0.1831383485266746,"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."}}