{"id":"W4233437390","doi":"10.1007/978-94-007-0753-5_102983","title":"Perceived Need-Supply Fit","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Leadership, Behavior, and Decision-Making Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007335645,0.0002177829,0.0001605898,0.000628953,0.0003446619,0.002940641,0.0003200748,0.0006249639,0.02736967],"category_scores_gemma":[0.0040318,0.00009557701,0.00020295,0.0007873215,0.0006506044,0.001814417,0.000795551,0.001208365,0.001621764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007855776,"about_ca_system_score_gemma":0.0004434162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004974796,"about_ca_topic_score_gemma":0.0009675514,"domain_scores_codex":[0.9996131,0.0001207351,0.00001401158,0.00005765581,0.0001532967,0.00004121988],"domain_scores_gemma":[0.9991465,0.0004916465,0.00009921558,0.00004458013,0.0001039461,0.0001141398],"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":[0.0001235838,0.000412778,0.04306678,0.0002109587,0.00008087726,0.0002621763,0.005274365,0.001572732,0.002123872,0.7021702,0.01940589,0.2252958],"study_design_scores_gemma":[0.00003131527,0.0002656183,0.1590784,0.0004389078,0.00005274983,0.001108438,0.01196619,0.007736027,0.001416902,0.7152801,0.10257,0.00005541537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1567695,0.002112123,0.02258305,0.004985807,0.0002287384,0.00007873724,0.0003745444,0.00006233864,0.8128051],"genre_scores_gemma":[0.968976,0.0009203728,0.002890676,0.000460969,0.00006012894,0.00005384467,0.0002297341,0.00003356025,0.02637473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02736967,"threshold_uncertainty_score":0.09156072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2112849664513104,"score_gpt":0.3858083491144598,"score_spread":0.1745233826631494,"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."}}