{"id":"W7071130678","doi":"","title":"The SAGE handbook of visual research methods (2nd Edition)","year":2019,"lang":"en","type":"book","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discipline; Constructive; Visual research; Field (mathematics); Visual culture; Natural (archaeology); Visual methods","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02360508,0.001468427,0.001451294,0.00661476,0.002265055,0.01206145,0.003148798,0.002294127,0.04823477],"category_scores_gemma":[0.04295585,0.001720959,0.001079972,0.00996404,0.005883824,0.01110038,0.005026138,0.008044629,0.04138263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002860924,"about_ca_system_score_gemma":0.01203033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003945082,"about_ca_topic_score_gemma":0.005171135,"domain_scores_codex":[0.9731862,0.01300188,0.002831579,0.001718734,0.00876276,0.0004988601],"domain_scores_gemma":[0.9402042,0.04403713,0.00190047,0.005346316,0.007522092,0.0009898475],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004290295,0.00004762053,0.0002750838,0.003430911,0.0000281562,0.0001845388,0.00943826,0.0002506055,0.0007519617,0.06210401,0.5120328,0.411413],"study_design_scores_gemma":[0.000006219075,0.00001447283,0.00034746,0.002703925,0.00000498637,0.0002231049,0.001182023,0.00006484851,0.0001321702,0.02447401,0.9708105,0.00003616282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002364071,0.1564241,0.2523286,0.03612398,0.01751571,0.003978495,0.02060037,0.01234949,0.4983152],"genre_scores_gemma":[0.02462047,0.2003694,0.4386394,0.01961654,0.006919537,0.01156361,0.0178306,0.01637679,0.2640637],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9763949,"threshold_uncertainty_score":0.1613613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6471437420839078,"score_gpt":0.684727220317371,"score_spread":0.0375834782334632,"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."}}