{"id":"W4378174588","doi":"10.7202/1099884ar","title":"Four Handouts","year":2023,"lang":"en","type":"article","venue":"Performance Matters","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001184985,0.0009187169,0.0004575789,0.001692007,0.003074232,0.002224018,0.001031696,0.001267333,0.2240214],"category_scores_gemma":[0.007829442,0.0002574874,0.0004007541,0.000960902,0.001232201,0.001433571,0.003174905,0.001384081,0.02717709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094067,"about_ca_system_score_gemma":0.001240594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001400747,"about_ca_topic_score_gemma":0.003178363,"domain_scores_codex":[0.998637,0.0003232394,0.00007578169,0.0003189411,0.0004075501,0.0002374459],"domain_scores_gemma":[0.9950563,0.001796661,0.0001592313,0.0009666777,0.0006230962,0.001398104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001910263,0.001179385,0.004387549,0.0007714398,0.00002100826,0.002520706,0.02007132,0.000844295,0.01843647,0.02593119,0.1424564,0.7814701],"study_design_scores_gemma":[0.0001303345,0.0007553233,0.00866376,0.000306732,0.00001165979,0.001155801,0.009863767,0.0005615453,0.007694371,0.007689378,0.9631044,0.00006289821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1708302,0.0007217469,0.02283278,0.002882938,0.004361367,0.001596272,0.002750428,0.005303161,0.788721],"genre_scores_gemma":[0.2896697,0.0004188016,0.03059789,0.0005912876,0.0005110048,0.0005749158,0.00247476,0.0009013846,0.6742602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7759786,"threshold_uncertainty_score":0.7494261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05274832694133173,"score_gpt":0.3814307993656962,"score_spread":0.3286824724243645,"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."}}