{"id":"W2894780293","doi":"10.1177/1609406918801666","title":"Generating Findings That Are Able to “Stand on Their Own Feet”","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07034827,0.00017705,0.0003855921,0.0004807177,0.0005569789,0.0003013965,0.0008622136,0.0001184766,0.0004262887],"category_scores_gemma":[0.02905557,0.0001335847,0.0002068645,0.0004142845,0.0009517484,0.0004385345,0.0001039184,0.0005856236,0.00003927424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004622818,"about_ca_system_score_gemma":0.0004616363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001766812,"about_ca_topic_score_gemma":0.0001211046,"domain_scores_codex":[0.9765686,0.02041836,0.0006279354,0.0002497135,0.001726543,0.0004088533],"domain_scores_gemma":[0.9819586,0.01332434,0.0005877414,0.0001328688,0.003654484,0.0003419156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004425662,0.0001236473,0.0002715763,0.000015098,0.0003794392,0.00002599455,0.7670208,0.00004760957,0.01165133,0.1272589,0.007087108,0.08567586],"study_design_scores_gemma":[0.0007716572,0.001107519,0.0007979505,0.0006953779,0.00001714951,0.000009969935,0.463615,0.0001393784,0.03388099,0.1488197,0.3497693,0.0003760675],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1426725,0.000338265,0.7935753,0.04394888,0.002613895,0.0002185195,0.00005195044,0.00002249638,0.0165582],"genre_scores_gemma":[0.1536118,0.0002055812,0.8382385,0.002843024,0.002555761,0.00001011332,0.000001272477,0.0000277568,0.002506166],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3426822,"threshold_uncertainty_score":0.9791231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8277777625079238,"score_gpt":0.7327486408057714,"score_spread":0.09502912170215239,"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."}}