{"id":"W3161309948","doi":"10.1007/s42330-020-00111-9","title":"On the Occasion of an Anniversary, Eh: Confessions of a Canadian Math Ed Editor","year":2020,"lang":"en","type":"editorial","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Timeline; Desk; Meaning (existential); Psychology; Mathematics education; Mathematics; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007160381,0.001885764,0.00165186,0.003008954,0.009417926,0.009568636,0.00433286,0.01391218,0.01040222],"category_scores_gemma":[0.05239911,0.0007194679,0.001313325,0.001960426,0.004892279,0.002975716,0.001856609,0.0183546,0.006330313],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01678551,"about_ca_system_score_gemma":0.02998194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1370091,"about_ca_topic_score_gemma":0.3282813,"domain_scores_codex":[0.990276,0.0009607474,0.0006230926,0.0007261545,0.006350507,0.001063541],"domain_scores_gemma":[0.9552811,0.007631475,0.001265537,0.0008301758,0.02936094,0.005630747],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007191503,0.000001930085,0.00001650243,0.00002943773,0.000002288525,0.00005537813,0.00003256086,0.000006591608,0.00001780366,0.000168878,0.9986762,0.0009851189],"study_design_scores_gemma":[0.00001150896,0.000006120848,0.0002570551,0.0002254876,0.000012003,0.0001541714,0.0002670356,0.00006754255,0.00007716419,0.0003718598,0.9985258,0.00002421052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009264133,0.0040045,0.00006994676,0.163395,0.8290549,0.00001694358,0.00005395008,0.00005967575,0.003252422],"genre_scores_gemma":[0.004193958,0.005221088,0.0002849991,0.2151573,0.7307895,0.00004958245,0.00007887262,0.000166216,0.04405846],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9928396,"threshold_uncertainty_score":0.2724231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470700974114964,"score_gpt":0.336074402588607,"score_spread":0.3113673928474573,"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."}}