{"id":"W2509467675","doi":"10.1145/2978192.2978232","title":"Red Fish Blue Fish","year":2016,"lang":"en","type":"article","venue":"","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Fish <Actinopterygii>; Continuation; Computer science; Work (physics); Mathematics education; Psychology; Engineering; Fishery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008945888,0.000315708,0.0003548757,0.001218875,0.001838156,0.001227878,0.0006616663,0.0007903139,0.07066696],"category_scores_gemma":[0.001933267,0.000191493,0.0003298995,0.0007253579,0.001359595,0.002019875,0.001814174,0.001001389,0.01301853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110134,"about_ca_system_score_gemma":0.0007479371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01912348,"about_ca_topic_score_gemma":0.06056411,"domain_scores_codex":[0.9994181,0.00006483569,0.00001673498,0.0001912221,0.0002003692,0.0001087836],"domain_scores_gemma":[0.9986009,0.0002478956,0.0002536153,0.0001658726,0.0004575443,0.0002741687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001316796,0.0003913491,0.2342887,0.0009988343,0.0001187152,0.002238492,0.02343294,0.0004321555,0.05226948,0.02228945,0.1016897,0.5605334],"study_design_scores_gemma":[0.00002952579,0.000808303,0.3920307,0.0003609001,0.00009216262,0.003358088,0.03080433,0.000361677,0.00728045,0.005194608,0.5595467,0.0001326506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5573748,0.001386388,0.01029988,0.01180548,0.001786941,0.0001678287,0.002056428,0.0006712602,0.414451],"genre_scores_gemma":[0.7014224,0.001403291,0.01414462,0.008996461,0.0001576264,0.0001346276,0.0008084134,0.0003756686,0.2725568],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07066696,"threshold_uncertainty_score":0.2364045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652056103307251,"score_gpt":0.2399025401415547,"score_spread":0.2233819791084821,"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."}}