{"id":"W4381548802","doi":"10.22329/jtl.v17i1.7426","title":"Stones from a Glasshouse","year":2023,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Reading and Literacy Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Reading (process); Psychological intervention; CONTEST; Literacy; Intervention (counseling); Commission; Psychology; Pedagogy; Public relations; Political science; Law","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":[0.004349585,0.0008449382,0.0008661543,0.001181702,0.0192186,0.01264928,0.001856554,0.007489579,0.1170187],"category_scores_gemma":[0.0135396,0.0007346121,0.0009300276,0.000953823,0.0139905,0.01398277,0.00875923,0.01541866,0.03484038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01042603,"about_ca_system_score_gemma":0.02184544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1351677,"about_ca_topic_score_gemma":0.2803689,"domain_scores_codex":[0.9955739,0.0008360425,0.0001202062,0.0007874078,0.001677503,0.001004976],"domain_scores_gemma":[0.9932672,0.001037849,0.0001885824,0.0006644581,0.00242593,0.002415958],"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":[0.00002062901,0.00001523605,0.0001589769,0.00003556604,0.000003199307,0.0001125189,0.001452748,0.00002008617,0.00009985192,0.082187,0.9026948,0.01319955],"study_design_scores_gemma":[0.000003293881,0.000004362917,0.00008428504,0.00007002553,0.000001012968,0.00002793462,0.001187917,0.000009614466,0.00002992206,0.004783633,0.9937915,0.000006517551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001670265,0.01150637,0.001851706,0.6911494,0.03767854,0.00006990029,0.0004379673,0.0002768866,0.255359],"genre_scores_gemma":[0.02549017,0.007724565,0.001761096,0.2198921,0.004577131,0.00007402852,0.0001926513,0.0005004398,0.7397879],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1351677,"threshold_uncertainty_score":0.3914667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233470522430629,"score_gpt":0.3296952338149551,"score_spread":0.3063481815718923,"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."}}