{"id":"W1595213066","doi":"","title":"Information Need: A Theory Connecting Information Search to Knowledge Formation","year":2012,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information science; Process (computing); Psychology; Information behavior; Sociology; Computer science; Epistemology; Cognitive 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01290745,0.001216056,0.001762053,0.01395589,0.004083753,0.01757344,0.003361463,0.007966934,0.01043708],"category_scores_gemma":[0.03900724,0.001175865,0.002221896,0.0152366,0.02597384,0.05016382,0.008290622,0.00496771,0.002054927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007999327,"about_ca_system_score_gemma":0.006167969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004465187,"about_ca_topic_score_gemma":0.00183438,"domain_scores_codex":[0.9839286,0.008157605,0.001367882,0.001646607,0.003882377,0.001016877],"domain_scores_gemma":[0.9379502,0.05281029,0.002977777,0.00229935,0.002711873,0.00125047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003880381,0.00005698598,0.0008836524,0.0005490727,0.0000532654,0.0001685477,0.008001343,0.0005744317,0.0001614354,0.9665838,0.003758794,0.01916971],"study_design_scores_gemma":[0.00004492403,0.00004769067,0.0006260484,0.0005725918,0.00004423261,0.0003073595,0.002508039,0.001383733,0.0002616376,0.9588283,0.03533968,0.00003573686],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04292468,0.07723349,0.3498494,0.08220229,0.0008110549,0.001124896,0.001024892,0.0003563977,0.4444728],"genre_scores_gemma":[0.7669559,0.04675866,0.1482018,0.007946987,0.001122108,0.001655567,0.0008883162,0.0002609255,0.02620973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01757344,"threshold_uncertainty_score":0.06826192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07135875857243032,"score_gpt":0.3500689506982675,"score_spread":0.2787101921258371,"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."}}