{"id":"W4251867284","doi":"10.1007/978-94-007-0753-5_103243","title":"Progressively Lowered Stress Threshold Model","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Stress (linguistics); Psychology; Philosophy; Linguistics","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":[0.0003406412,0.0005589355,0.0006844786,0.0006140103,0.0002999605,0.0007983266,0.002613185,0.001573305,0.01071489],"category_scores_gemma":[0.001101806,0.0002943184,0.0007815097,0.0003183478,0.0008809604,0.001652623,0.001101978,0.001735757,0.003282331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008038607,"about_ca_system_score_gemma":0.0005841951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001659225,"about_ca_topic_score_gemma":0.001362302,"domain_scores_codex":[0.9998103,0.00003011161,0.0000072424,0.00004726553,0.00007390742,0.00003116069],"domain_scores_gemma":[0.9997181,0.00005552834,0.00002290131,0.00007447845,0.00009045129,0.00003851001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001180986,0.00008349992,0.0002881595,0.0001578872,0.00004106004,0.0002607729,0.0001350654,0.2274579,0.02377502,0.6982884,0.01052633,0.03886777],"study_design_scores_gemma":[0.00001458041,0.0000307867,0.0001829685,0.00002269952,0.00001427443,0.00008108391,0.00001454645,0.8568639,0.001670525,0.1340212,0.007064776,0.00001863472],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03367092,0.001841911,0.7967186,0.001280508,0.0006595498,0.00008848286,0.0004232847,0.000766772,0.16455],"genre_scores_gemma":[0.7397842,0.001743297,0.08762966,0.0009678743,0.0003174765,0.0002458503,0.0006381775,0.0005926945,0.1680809],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01071489,"threshold_uncertainty_score":0.03584486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203734253317221,"score_gpt":0.2070569745742818,"score_spread":0.1866835492425597,"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."}}