{"id":"W1920268277","doi":"10.21083/partnership.v2i2.295","title":"Faculty Motivations: An Exploratory Study of Motivational Factors of Faculty to Assist with Students’ Research Skills Development","year":2007,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"University of Guelph","keywords":"Psychology; Premise; Curriculum; Information literacy; Medical education; Exploratory research; Grounded theory; Library instruction; Qualitative research; Pedagogy; Mathematics education; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006429705,0.0002313725,0.0003521006,0.001532281,0.004213421,0.002912995,0.000703054,0.0007790631,0.001954067],"category_scores_gemma":[0.02091839,0.0004851195,0.0003699255,0.001124196,0.001497876,0.001424164,0.001901497,0.001194244,0.000271159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001813997,"about_ca_system_score_gemma":0.004088339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003588719,"about_ca_topic_score_gemma":0.009136985,"domain_scores_codex":[0.9965049,0.00179824,0.0001701113,0.0001842026,0.0006099908,0.0007325956],"domain_scores_gemma":[0.983427,0.009945809,0.002554215,0.0004109423,0.001714748,0.00194732],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001942595,0.002041968,0.3648122,0.0002736721,0.00003593551,0.0008213438,0.570597,0.0001392315,0.006003509,0.001443014,0.0007693367,0.05286843],"study_design_scores_gemma":[0.00002117489,0.0009558722,0.2813038,0.0001046368,0.00002495742,0.0003639661,0.7058735,0.0005267329,0.002973316,0.0005516293,0.007248797,0.00005165215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998751,0.00003029441,0.0003073771,0.0001340561,0.000003676886,0.00005570694,0.00002274469,0.000003786023,0.0006912134],"genre_scores_gemma":[0.9978499,0.00008543091,0.0009780724,0.0001317609,0.000008151636,0.0001012986,0.00003329779,0.000005286322,0.0008067497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9935703,"threshold_uncertainty_score":0.03400391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1752112629369955,"score_gpt":0.450913453066659,"score_spread":0.2757021901296635,"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."}}