{"id":"W1564995989","doi":"10.56105/cjsae.v24i2.351","title":"Curriculum Meta-orientations in the LINC Program","year":2012,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Curriculum; Computer science; Mathematics education; Psychology; Sociology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006831648,0.0002219924,0.0002249459,0.00107632,0.008561212,0.006257962,0.001540148,0.0007613487,0.002619512],"category_scores_gemma":[0.008120483,0.0002813401,0.0002428373,0.001265629,0.007678024,0.002424934,0.00816788,0.002492105,0.0001355139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04787304,"about_ca_system_score_gemma":0.103663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3218924,"about_ca_topic_score_gemma":0.6527272,"domain_scores_codex":[0.9931624,0.002768238,0.000180415,0.0005362224,0.001767843,0.001584911],"domain_scores_gemma":[0.9902844,0.002416109,0.0007191452,0.0006153907,0.001973182,0.003991715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002371707,0.0007130185,0.08138502,0.0003819779,0.0000326427,0.0004513586,0.6457995,0.0008910208,0.004783915,0.1100822,0.004639138,0.1506031],"study_design_scores_gemma":[0.00008463489,0.0005243598,0.1521878,0.0009196221,0.00006547441,0.0002836055,0.6686877,0.002135564,0.00379997,0.01804296,0.1531224,0.0001458959],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96406,0.0003141466,0.002926517,0.003268735,0.00004363593,0.0001534008,0.00004512541,0.0000421402,0.02914637],"genre_scores_gemma":[0.991758,0.0001426063,0.002791081,0.0003550267,0.000005886737,0.0001035803,0.00004396058,0.00001872943,0.004781013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6781076,"threshold_uncertainty_score":0.6400377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0807139846494762,"score_gpt":0.4500534631397591,"score_spread":0.3693394784902829,"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."}}