{"id":"W3146210092","doi":"10.29173/iasl8064","title":"The Best Way to Ask","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ask price; Value (mathematics); Action (physics); Measure (data warehouse); Mathematics education; Psychology; Computer science; Pedagogy; Public relations; Political science; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.005296838,0.000929815,0.0009507934,0.001072772,0.008007636,0.008469928,0.001505761,0.007066171,0.0992118],"category_scores_gemma":[0.02171716,0.0005943686,0.001157223,0.0006031245,0.003789968,0.01302851,0.005966861,0.01154251,0.07811126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854822,"about_ca_system_score_gemma":0.005101336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955529,"about_ca_topic_score_gemma":0.004123383,"domain_scores_codex":[0.9941137,0.003201349,0.0003204799,0.0004736982,0.0009962085,0.0008945879],"domain_scores_gemma":[0.9913641,0.001588386,0.0007154865,0.0005269839,0.002250052,0.003555025],"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":[0.00004695579,0.0001672699,0.0009970106,0.0003344952,0.00001690389,0.0004905795,0.007229591,0.00005771465,0.0005605217,0.01568824,0.8996614,0.07474942],"study_design_scores_gemma":[0.00001767609,0.00009821843,0.0002678806,0.0004129287,0.00001336049,0.0006415035,0.01467426,0.00005963143,0.0002809017,0.008389723,0.9750943,0.00004958039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006020591,0.008689066,0.01330697,0.7084273,0.05569397,0.0005332692,0.000598869,0.0014523,0.2052777],"genre_scores_gemma":[0.0784918,0.01270475,0.02066292,0.3170066,0.01754202,0.000649725,0.0009228556,0.001192242,0.5508272],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0992118,"threshold_uncertainty_score":0.3318966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698265486242707,"score_gpt":0.2969572222947127,"score_spread":0.2699745674322856,"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."}}