{"id":"W4285321628","doi":"10.25071/1916-4467.40769","title":"Stacking Trees","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Stacking; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002989476,0.00007553022,0.000191801,0.00005820899,0.0009919304,0.0001007843,0.0001466597,0.0000553119,0.00005607526],"category_scores_gemma":[0.00111628,0.00004721698,0.0002143001,0.00004341357,0.00005815424,0.0001236696,0.00002244685,0.0001686335,0.000003963743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008149764,"about_ca_system_score_gemma":0.0002116624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001805325,"about_ca_topic_score_gemma":0.863376,"domain_scores_codex":[0.9992951,0.00003980426,0.0002329782,0.00006048223,0.0001787377,0.0001928556],"domain_scores_gemma":[0.9980605,0.0000596664,0.0004495983,0.0000722141,0.001305646,0.00005240314],"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":[0.000001426397,0.00002675354,0.0190047,0.00001481845,0.0008536854,0.000007592315,0.02121018,0.00001487307,0.00001282255,0.08142681,0.8769694,0.0004569551],"study_design_scores_gemma":[0.0002217303,0.0000255527,0.001511639,0.00004545621,0.0001357266,0.000006280012,0.03736703,0.0000043189,0.0000517139,0.007416028,0.9531397,0.00007486573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3768193,0.05020746,0.00002015899,0.4001898,0.03177543,0.001087648,0.001087289,0.0001575173,0.1386555],"genre_scores_gemma":[0.964719,0.0002259629,0.00004764237,0.00110824,0.001201911,0.000005837023,0.000003239144,0.000009956218,0.03267821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8615707,"threshold_uncertainty_score":0.7629226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077012812784261,"score_gpt":0.2579044509202487,"score_spread":0.2271343227924061,"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."}}