{"id":"W4233654530","doi":"10.33137/incite.1.28913","title":"This Is a Test","year":2018,"lang":"en","type":"article","venue":"in cite journal","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Poetry; Word (group theory); Linguistics; History; Computer science; Psychology; Literature; Art; Philosophy; Biology; Ecology","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":[0.006502945,0.0007637365,0.0007538699,0.001073353,0.002029589,0.004387135,0.001538463,0.00228063,0.06417881],"category_scores_gemma":[0.04306267,0.0002915857,0.0006162734,0.0005537212,0.002244566,0.005142977,0.002675121,0.003537754,0.04239962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008198,"about_ca_system_score_gemma":0.003564336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002660956,"about_ca_topic_score_gemma":0.002800494,"domain_scores_codex":[0.9889227,0.00251313,0.0004625596,0.0008161693,0.006725581,0.0005598085],"domain_scores_gemma":[0.9714842,0.006248378,0.000934953,0.004850187,0.01327045,0.003211871],"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":[0.0003379511,0.0008948027,0.008926003,0.0004629884,0.00005789372,0.000329203,0.004922213,0.0002740898,0.005883027,0.04837387,0.5271199,0.402418],"study_design_scores_gemma":[0.00007495318,0.001253435,0.01081172,0.000703093,0.00005119764,0.0008119399,0.005026915,0.0007077132,0.005242358,0.03461686,0.9405685,0.0001312923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04316869,0.001472194,0.03194279,0.05884499,0.01358335,0.001041763,0.002186256,0.005775722,0.8419843],"genre_scores_gemma":[0.3521506,0.001764593,0.05390783,0.03673885,0.002673393,0.001028559,0.002794615,0.00313228,0.5458093],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9358212,"threshold_uncertainty_score":0.2146995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04196580548309461,"score_gpt":0.39616559617925,"score_spread":0.3541997906961554,"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."}}