{"id":"W6923347877","doi":"10.14288/1.0366324","title":"Cigar box","year":2018,"lang":"en","type":"other","venue":"Open Collections","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Black box; Data collection; Quality (philosophy)","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":[0.0008983844,0.001724958,0.001233055,0.003508424,0.004761744,0.004536314,0.002407015,0.001957712,0.815017],"category_scores_gemma":[0.005213608,0.001016306,0.0009928156,0.003363248,0.0009150176,0.003922019,0.004551494,0.002896315,0.7181062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009259158,"about_ca_system_score_gemma":0.001736621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005759714,"about_ca_topic_score_gemma":0.008840471,"domain_scores_codex":[0.9988589,0.00009960962,0.0000553055,0.0002479606,0.0005694999,0.0001686844],"domain_scores_gemma":[0.9970258,0.0003366171,0.00006712251,0.000876021,0.001296572,0.0003978211],"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":[0.0001089093,0.00007872036,0.000281715,0.0001413776,0.000004505743,0.0001193462,0.0001706029,0.00005977226,0.0008293368,0.006049331,0.9305341,0.06162218],"study_design_scores_gemma":[0.00001546592,0.00002295174,0.0004352711,0.00005339248,0.000005779045,0.0001077475,0.0001318374,0.00006608962,0.000733718,0.000794607,0.9976173,0.00001575413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001274082,0.0003386481,0.005461304,0.0007604632,0.003067007,0.0005296098,0.01037718,0.01031592,0.9678756],"genre_scores_gemma":[0.004282787,0.0002638003,0.002561471,0.0006360061,0.0004685931,0.0002345779,0.005784424,0.004389287,0.9813792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.184983,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06480006158382937,"score_gpt":0.4218871678668381,"score_spread":0.3570871062830088,"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."}}