{"id":"W4386580608","doi":"10.29173/pathfinder73","title":"We Are Starving for Information","year":2023,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coaching; Thematic analysis; Field (mathematics); Exploratory research; Qualitative research; Psychology; Information exchange; Sociology; Public relations; Computer science; Knowledge management; Political science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009288891,0.0006451107,0.001134221,0.004236561,0.02036853,0.03250302,0.002764774,0.009536694,0.06192042],"category_scores_gemma":[0.05621382,0.0007858359,0.000840203,0.007190441,0.02141892,0.03543626,0.01635286,0.01285144,0.03153912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01206036,"about_ca_system_score_gemma":0.0313246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05354631,"about_ca_topic_score_gemma":0.07536691,"domain_scores_codex":[0.981362,0.005782448,0.0009282305,0.002013565,0.007796718,0.002117076],"domain_scores_gemma":[0.8865345,0.0229285,0.008930305,0.0127133,0.03340724,0.03548614],"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":[0.00007993735,0.00006339228,0.004126195,0.001003981,0.00006613894,0.001459787,0.06379924,0.00009471725,0.001486065,0.05703663,0.7301002,0.1406837],"study_design_scores_gemma":[0.000003683566,0.0000120592,0.0005776524,0.000385021,0.0000126876,0.0005028368,0.01782102,0.00002617207,0.000160643,0.008341872,0.9721289,0.00002743799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01320958,0.03500607,0.007278121,0.7553549,0.01200012,0.00007793093,0.001095754,0.001213989,0.1747635],"genre_scores_gemma":[0.2894472,0.04819572,0.02124825,0.3103794,0.01064908,0.0001816845,0.002750824,0.001645511,0.3155023],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06192042,"threshold_uncertainty_score":0.2071444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0746895541639529,"score_gpt":0.3773183698757089,"score_spread":0.302628815711756,"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."}}