{"id":"W2901307373","doi":"10.3917/mana.212.0705","title":"From boat to bags: The role of material chronotopes in adaptive sensemaking","year":2018,"lang":"en","type":"article","venue":"M n gement","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Sensemaking; Materiality (auditing); Sociology; Context (archaeology); Cognitive reframing; Aesthetics; Structuring; Epistemology; Meaning (existential); Ethnography; History; Anthropology; Psychology; Art; Social psychology; Archaeology; Political science; Philosophy; Public relations; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001705491,0.00007180202,0.00008709994,0.0001089754,0.00005324589,0.00003792331,0.0004282742,0.00003036672,0.0001017645],"category_scores_gemma":[0.00001762822,0.00005447982,0.0000137008,0.0002259556,0.00006082726,0.0001523495,0.0003750596,0.0000667756,0.0001105972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002712,"about_ca_system_score_gemma":0.00001278223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005197143,"about_ca_topic_score_gemma":0.0002662675,"domain_scores_codex":[0.9993192,0.00004492717,0.0001741268,0.0002005721,0.0001224416,0.00013875],"domain_scores_gemma":[0.9994535,0.00002494778,0.00008655456,0.0003239668,0.0001026881,0.000008343095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001624531,0.0001785715,0.001472712,0.000004888086,0.0001014697,0.00001036243,0.02914895,0.00006100348,0.6521363,0.1709465,0.002471498,0.1433053],"study_design_scores_gemma":[0.0001785339,0.0003265585,0.008990783,0.00005646631,0.000002994826,0.000001214253,0.001307447,0.003957243,0.9454346,0.01123907,0.02839137,0.0001137137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332895,0.000008973486,0.06217835,0.0009952172,0.0006697443,0.0002596865,0.000004531551,0.00004480268,0.002549144],"genre_scores_gemma":[0.9881525,2.735282e-7,0.01131328,0.0002927733,0.0001734328,0.00003009592,9.155711e-7,0.000003714923,0.00003298469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2932983,"threshold_uncertainty_score":0.2221623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226294974874517,"score_gpt":0.2598417732824423,"score_spread":0.2475788235336971,"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."}}