{"id":"W4399416990","doi":"10.1007/978-3-031-56988-3_5","title":"Phenomenological Methods","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Psychology; Philosophy; Epistemology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00211715,0.000234208,0.0003639584,0.0006499995,0.00007478867,0.0004104763,0.0006920347,0.0002250991,0.1117427],"category_scores_gemma":[0.0001143593,0.0001415567,0.0002389955,0.0001420787,0.0001564839,0.0001248279,0.0005317649,0.0003836823,0.03006303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003157687,"about_ca_system_score_gemma":0.00003413173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001461979,"about_ca_topic_score_gemma":0.000005014504,"domain_scores_codex":[0.9977451,0.00002436763,0.0006099518,0.0006688056,0.0007891357,0.0001626698],"domain_scores_gemma":[0.9985772,0.00047371,0.0001461998,0.000628497,0.0001145692,0.00005986828],"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":[0.000002333639,7.853634e-7,0.000001465897,0.000002930072,0.00002097587,0.000004542414,0.0000243204,4.536534e-7,7.741115e-7,0.6047764,0.03026181,0.3649032],"study_design_scores_gemma":[0.00001920151,0.00001526656,0.000001378039,0.000006358373,0.00001441518,0.000005289764,0.00003119893,0.0001641931,0.000001884446,0.4734275,0.5262085,0.0001047999],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002988386,0.0006924929,0.007765724,0.0008016884,0.002040816,0.0001468898,0.000006680031,0.0001892053,0.9883535],"genre_scores_gemma":[0.0001167261,0.0001633732,0.01373095,0.0002846576,0.000286045,0.000005071699,0.000003495725,0.00001800637,0.9853917],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4959467,"threshold_uncertainty_score":0.9706922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3027306726816189,"score_gpt":0.484785539756809,"score_spread":0.1820548670751901,"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."}}