{"id":"W4392459392","doi":"10.1353/psg.2023.a920310","title":"Schematic","year":2023,"lang":"en","type":"article","venue":"Prairie schooner","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schematic; Engineering; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004142152,0.0008765035,0.0003644398,0.001218573,0.002424458,0.005464875,0.001350049,0.002092554,0.7704255],"category_scores_gemma":[0.002589728,0.0003964659,0.0005075714,0.001038456,0.0008964698,0.004479185,0.002527508,0.001752578,0.4893911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002057767,"about_ca_system_score_gemma":0.001432188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005969319,"about_ca_topic_score_gemma":0.01099415,"domain_scores_codex":[0.9995486,0.00008211803,0.00002087512,0.00009036698,0.000191011,0.00006699997],"domain_scores_gemma":[0.9991091,0.0001228742,0.00002820546,0.0001396407,0.0004403489,0.0001598166],"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":[0.00002555259,0.000009055013,0.00005035999,0.00006277343,0.000001017624,0.00007500876,0.0002228819,0.00005883969,0.0002502928,0.02460135,0.9367133,0.03792961],"study_design_scores_gemma":[0.00000184737,0.000002583112,0.00003398448,0.00001739962,4.478676e-7,0.00005818955,0.0000651738,0.0000254952,0.0000302505,0.0009230525,0.9988397,0.000002019731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002852659,0.0005408555,0.004244319,0.002453181,0.00386814,0.00009967936,0.001264408,0.001997489,0.9852465],"genre_scores_gemma":[0.004292306,0.000502863,0.001869939,0.001358983,0.0004426456,0.00006450398,0.001206989,0.0007575519,0.9895042],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2295745,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425505993931624,"score_gpt":0.2815983568797013,"score_spread":0.257343296940385,"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."}}