{"id":"W4243582961","doi":"10.5860/crln.80.11.682","title":"Fast Facts","year":2019,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reputation; Library science; Political science; Computer science; Law","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":[0.0005708691,0.0007947463,0.000497331,0.002465757,0.002077168,0.007203753,0.0007543062,0.002275379,0.5949239],"category_scores_gemma":[0.004606005,0.0004423266,0.0004322858,0.003080325,0.0004574908,0.003346797,0.00147847,0.002804355,0.525965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644498,"about_ca_system_score_gemma":0.00311018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0186608,"about_ca_topic_score_gemma":0.04436198,"domain_scores_codex":[0.9992713,0.00003398053,0.00003502583,0.00007808158,0.0004758058,0.0001057854],"domain_scores_gemma":[0.9972649,0.0003038909,0.0001336258,0.0002328864,0.0016696,0.0003951815],"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":[0.000006015255,0.000003866655,0.00004440397,0.0000245964,6.369005e-7,0.00001269072,0.000007925649,0.000005084562,0.00002253845,0.001246472,0.9855738,0.01305211],"study_design_scores_gemma":[0.000001468695,0.000001499924,0.0001328485,0.00003133872,4.797942e-7,0.00001164335,0.00001609897,0.000003947148,0.00001407859,0.000146562,0.9996388,0.00000124624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003930201,0.005672531,0.0003482792,0.01745722,0.01865391,0.00006686358,0.01184094,0.0008734367,0.9446938],"genre_scores_gemma":[0.001206646,0.003227271,0.0001966943,0.002948692,0.001489814,0.00001994249,0.004403241,0.0002269913,0.9862807],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5949239,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09869219939875558,"score_gpt":0.3876140237849914,"score_spread":0.2889218243862359,"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."}}