{"id":"W4396565330","doi":"10.62915/0038-3686.1673","title":"To Scan or Not to Scan","year":2017,"lang":"en","type":"article","venue":"The Southeastern Librarian","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.01316577,0.0003803222,0.0006655796,0.002281466,0.004612526,0.006927676,0.001853536,0.003005073,0.04447922],"category_scores_gemma":[0.09995092,0.0005341104,0.0006851181,0.002777399,0.005886644,0.009796199,0.003833592,0.003864665,0.01796596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00223077,"about_ca_system_score_gemma":0.008738475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121866,"about_ca_topic_score_gemma":0.02226737,"domain_scores_codex":[0.9875019,0.006057093,0.0009002532,0.001487762,0.002823496,0.001229588],"domain_scores_gemma":[0.9577915,0.01626493,0.00334117,0.009985427,0.009946564,0.002670332],"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":[0.0004244661,0.000147966,0.03007749,0.0007001313,0.00008179234,0.0007497401,0.02950212,0.0001746105,0.001753139,0.05944197,0.5768917,0.3000548],"study_design_scores_gemma":[0.00004599344,0.0000852374,0.009209507,0.001494588,0.00007344168,0.001547395,0.03915852,0.0004564991,0.002225424,0.04278757,0.902766,0.0001496083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1747601,0.00599602,0.03303842,0.2786992,0.01403479,0.00107645,0.007999829,0.002636102,0.4817591],"genre_scores_gemma":[0.6037655,0.009477504,0.05166222,0.1469532,0.003036453,0.002329499,0.005225376,0.002031134,0.1755191],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04447922,"threshold_uncertainty_score":0.1487978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07012612693387679,"score_gpt":0.3553145020958168,"score_spread":0.28518837516194,"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."}}