{"id":"W4362638246","doi":"10.1163/23644583-bja10038","title":"Telling, Gathering and (Re)Experiencing Stories: Video Interview as Methodology and Innovation in Practitioner-Based Research","year":2023,"lang":"en","type":"article","venue":"Video Journal of Education and Pedagogy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Canterbury; Auckland University of Technology, New Zealand","keywords":"Cognitive reframing; Narrative; Indigenous; Focus group; Virtual reality; Data collection; Sociology; Psychology; Computer science; Social science; Art; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.02946605,0.00007151129,0.0001984175,0.001346667,0.0003333584,0.0001172315,0.0001052903,0.00008972979,0.0001581835],"category_scores_gemma":[0.02105569,0.00006868545,0.00001691994,0.001692788,0.0003712657,0.0004371031,0.00004654906,0.0004074551,0.000003549142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369798,"about_ca_system_score_gemma":0.001858849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060673,"about_ca_topic_score_gemma":0.0007997882,"domain_scores_codex":[0.9945516,0.004110688,0.0004610893,0.0001713042,0.0004141921,0.000291144],"domain_scores_gemma":[0.9951987,0.00365673,0.0002315096,0.00008121689,0.000662359,0.0001695073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001779725,0.0002107566,0.02809464,0.0001972066,0.00002966962,0.00001996606,0.4359367,0.00003772962,0.01970604,0.03550113,0.001292006,0.4787962],"study_design_scores_gemma":[0.0007624943,0.00068535,0.0323006,0.0006059946,0.00001880221,0.0000385424,0.5533237,0.0004673326,0.003541404,0.02975967,0.3782485,0.0002475506],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880944,0.001805935,0.001983115,0.006508727,0.0003854326,0.0001474538,4.476209e-7,0.00001036966,0.001064122],"genre_scores_gemma":[0.991291,0.002562862,0.005014558,0.0002839388,0.0002969772,0.0000280209,9.453308e-7,0.00001009587,0.000511573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4785486,"threshold_uncertainty_score":0.9993689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8911197958010644,"score_gpt":0.740307225257679,"score_spread":0.1508125705433854,"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."}}