{"id":"W6986577374","doi":"","title":"Productive Failure and Student Emotions","year":2021,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Hyporeflexia; Demotion; Fusible alloy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003029452,0.00033714,0.0004971808,0.0005682487,0.000785069,0.002300455,0.0004969186,0.0004840797,0.00285589],"category_scores_gemma":[0.01720567,0.0001646624,0.0002545626,0.0003926643,0.001330026,0.0006891483,0.002045239,0.001617622,0.0003351746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006769536,"about_ca_system_score_gemma":0.0004348253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000600778,"about_ca_topic_score_gemma":0.0006099002,"domain_scores_codex":[0.9968105,0.001332507,0.0001566712,0.0002938563,0.001005661,0.0004008944],"domain_scores_gemma":[0.9865168,0.006737119,0.003165827,0.0009011466,0.001029401,0.001649649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002077969,0.004666289,0.7644271,0.0004666274,0.0002440867,0.000378853,0.04952547,0.001130357,0.02628396,0.003290492,0.002094124,0.1454146],"study_design_scores_gemma":[0.00003754513,0.00115705,0.9775838,0.00007205101,0.00004905455,0.0001647137,0.01140363,0.0008039317,0.00355196,0.00267791,0.00244868,0.00004974861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956042,0.0001262738,0.0006796539,0.0001325428,0.000009442279,0.0000226622,0.00003898038,0.000006933887,0.003379285],"genre_scores_gemma":[0.9989477,0.00005647138,0.0001744518,0.00004537335,0.000004409627,0.00005678433,0.00002697098,0.000005538723,0.000682305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003029452,"threshold_uncertainty_score":0.01602143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023108477271887,"score_gpt":0.2327058801732314,"score_spread":0.2224747954005125,"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."}}