{"id":"W4401106916","doi":"10.2110/sepmfg.15.02","title":"Purpose of the Field Trip","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Field (mathematics); Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006592948,0.0007688085,0.000918538,0.002263878,0.003804686,0.004158356,0.002225128,0.002710741,0.3550258],"category_scores_gemma":[0.01247942,0.0006653678,0.0008166439,0.0008514581,0.001044085,0.002202352,0.005114379,0.005557709,0.2006215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002552495,"about_ca_system_score_gemma":0.01332695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004144171,"about_ca_topic_score_gemma":0.006474697,"domain_scores_codex":[0.9977176,0.0006163979,0.0001223255,0.000487563,0.0006271072,0.0004289846],"domain_scores_gemma":[0.9894092,0.001368178,0.0002454609,0.0009549808,0.003420748,0.0046015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008778445,0.0003037614,0.0005847018,0.001935778,0.000006329307,0.0004296901,0.001684293,0.000178309,0.001978375,0.02144188,0.8603259,0.1102532],"study_design_scores_gemma":[0.00009867753,0.0002306682,0.001585756,0.0007306617,0.000004582513,0.0002381028,0.00280343,0.0001188544,0.0009302695,0.005013637,0.9882211,0.00002429883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00981185,0.00306106,0.02707896,0.03261312,0.02330686,0.1174413,0.07003664,0.002246648,0.7144036],"genre_scores_gemma":[0.03201233,0.002146009,0.02262774,0.01711626,0.002468995,0.09131114,0.01304643,0.001346577,0.8179246],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6449742,"threshold_uncertainty_score":0.9199775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3055773560549934,"score_gpt":0.5366652866023116,"score_spread":0.2310879305473182,"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."}}