{"id":"W1534829367","doi":"10.18438/b8zw25","title":"Interested in Research? Start Here.","year":2007,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Library science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01249583,0.00008118508,0.00009871726,0.0008199599,0.0001445683,0.0009575695,0.0003846719,0.00005249814,0.0007947457],"category_scores_gemma":[0.01406459,0.00006344615,0.00002168768,0.001537541,0.00007997849,0.2465946,0.0001551028,0.0003274891,0.0003185793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002703053,"about_ca_system_score_gemma":0.0003404887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001815957,"about_ca_topic_score_gemma":9.115918e-7,"domain_scores_codex":[0.9970288,0.0004812125,0.0008026856,0.0001817212,0.001262785,0.0002427549],"domain_scores_gemma":[0.9841231,0.01490651,0.000279431,0.0002963347,0.0002631526,0.0001315442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001692537,0.0003233895,0.08628754,0.0000577135,0.00001181721,0.00001340154,0.001867755,0.00008941071,0.0004878753,0.6659572,0.04745958,0.1957518],"study_design_scores_gemma":[0.0002976482,0.0002188836,0.1723446,0.0001450927,0.000002199091,0.000004187737,0.01509079,0.001227982,0.001899402,0.004210465,0.8044469,0.0001117834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4983521,0.0006582657,0.009236263,0.415955,0.0007521457,0.0009571056,0.00000750664,0.00009189561,0.07398975],"genre_scores_gemma":[0.9579851,0.000178794,0.005067012,0.03581079,0.00007250462,0.00001542496,0.00001481597,0.000003754332,0.000851791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7569873,"threshold_uncertainty_score":0.9942403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2486411054889479,"score_gpt":0.4922354986402632,"score_spread":0.2435943931513154,"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."}}