{"id":"W4396214901","doi":"10.25071/2818-2618.18","title":"Writing inspired by Human Library Pedagogy","year":2024,"lang":"en","type":"article","venue":"Skrib.","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; Red River College","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005493762,0.0004582803,0.0002850661,0.001681714,0.004803719,0.008737501,0.001004401,0.001009133,0.01134551],"category_scores_gemma":[0.0127247,0.0002492748,0.0002621031,0.0007228471,0.01532146,0.002870045,0.0059504,0.001638326,0.001519836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004346875,"about_ca_system_score_gemma":0.005863195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005118455,"about_ca_topic_score_gemma":0.009655509,"domain_scores_codex":[0.9929588,0.005117104,0.000140426,0.0006850114,0.0007707764,0.0003278737],"domain_scores_gemma":[0.9914881,0.005278401,0.0005452601,0.0009612428,0.0007534865,0.0009735101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007313093,0.0002857011,0.00629941,0.0008115994,0.00002565967,0.0007879686,0.4059302,0.0008304676,0.005450591,0.3434209,0.02681447,0.2092699],"study_design_scores_gemma":[0.00004779844,0.0001180976,0.002459826,0.0004057028,0.00001265727,0.000622779,0.05103737,0.0009798052,0.002424181,0.08170569,0.8601571,0.00002900463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1572148,0.004202862,0.08579919,0.02654741,0.001148063,0.0004308833,0.00008579027,0.0006034054,0.7239674],"genre_scores_gemma":[0.8335928,0.001292544,0.03050627,0.00440739,0.0002025819,0.000171594,0.00005945867,0.0002640967,0.1295032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01134551,"threshold_uncertainty_score":0.03795451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03223100344078728,"score_gpt":0.4238958787124481,"score_spread":0.3916648752716608,"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."}}