{"id":"W2121618623","doi":"10.5860/crl.62.3.227","title":"Electronic Pathfinders in Academic Libraries: An Analysis of Their Content and Form","year":2001,"lang":"en","type":"article","venue":"College & Research Libraries","topic":"Web and Library Services","field":"Computer Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Readability; Computer science; Consistency (knowledge bases); Scope (computer science); Pathfinder; Content analysis; Conformity; Information retrieval; World Wide Web; Psychology; Artificial intelligence; Programming language; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072746,0.0002002126,0.0004744591,0.001568406,0.0002400454,0.0004722044,0.001967895,0.0001773961,0.00007574697],"category_scores_gemma":[0.0000759269,0.0001637463,0.00009307302,0.005830519,0.0004597413,0.009562917,0.0009379954,0.0006887044,0.000003219278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004069824,"about_ca_system_score_gemma":0.0008210498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002438092,"about_ca_topic_score_gemma":0.0004342196,"domain_scores_codex":[0.9969893,0.000439665,0.0004529344,0.000597032,0.0005898919,0.0009312237],"domain_scores_gemma":[0.9980232,0.0007957143,0.00009517384,0.000738809,0.00009217128,0.0002549607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001806379,0.0001138525,0.1301601,0.00003881665,0.0001927706,0.00003680849,0.007491943,0.00002785848,0.0003890457,0.8571543,0.0004820754,0.003731788],"study_design_scores_gemma":[0.001926265,0.001577963,0.4697627,0.0001114011,0.00005791115,0.00002217582,0.02513388,0.1849184,0.008241169,0.2753024,0.0321868,0.0007590146],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871744,0.005122794,0.0009528306,0.003728789,0.00003858962,0.0003783659,0.00003075496,0.0001096916,0.002463776],"genre_scores_gemma":[0.9968303,0.001273323,0.0007902331,0.0003683227,0.00003714656,0.00004395282,0.00002267256,0.00001532118,0.0006187065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.581852,"threshold_uncertainty_score":0.6932884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09749028274832958,"score_gpt":0.3182377330358951,"score_spread":0.2207474502875655,"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."}}