{"id":"W2895846821","doi":"10.12816/0048621","title":"Practopoietic Lens to Conceptualize Temporary Organizing","year":2018,"lang":"en","type":"article","venue":"Singaporean Journal of Business Economics and Management Studies","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Brandon University","funders":"","keywords":"Lens (geology); Through-the-lens metering; Psychology; Optics; Physics","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":[0.00211153,0.0006292019,0.0002634191,0.00247648,0.002557442,0.006226288,0.001425555,0.001379395,0.009073437],"category_scores_gemma":[0.002250321,0.0002285394,0.0004911384,0.002143854,0.01528547,0.007098814,0.004789636,0.002664949,0.0007689543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003934677,"about_ca_system_score_gemma":0.003087917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002598037,"about_ca_topic_score_gemma":0.003490005,"domain_scores_codex":[0.9982827,0.0009837114,0.00006565478,0.0001984491,0.0002703082,0.0001992837],"domain_scores_gemma":[0.998655,0.0004861152,0.0002227404,0.0002211992,0.0001599744,0.0002549863],"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":[0.000002512808,0.000004500376,0.0001622657,0.00002560446,0.000001186342,0.0000470141,0.00181805,0.0003364103,0.00006438469,0.9947137,0.0004705023,0.002353908],"study_design_scores_gemma":[0.000009482251,0.00003484121,0.0008446841,0.0002188138,0.000006529628,0.000259043,0.00990223,0.003088019,0.000188279,0.789599,0.1958356,0.00001351107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05752984,0.004934217,0.3541426,0.01048354,0.0007066666,0.0002194272,0.0001883304,0.0002384164,0.571557],"genre_scores_gemma":[0.9034211,0.002640434,0.06294043,0.0008921854,0.0002618464,0.0005253869,0.0001907589,0.0001097002,0.02901817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009073437,"threshold_uncertainty_score":0.03035367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2149251873975561,"score_gpt":0.3831309505955441,"score_spread":0.168205763197988,"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."}}