{"id":"W4400820679","doi":"10.3102/2105894","title":"Exploring the Relational and Critical Possibilities of Sensorial Snapshots in Education and Research","year":2024,"lang":"en","type":"article","venue":"","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Human–computer interaction; Data science","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":[],"consensus_categories":[],"category_scores_codex":[0.005398872,0.0005158043,0.0003093362,0.001778482,0.01213128,0.01149844,0.001544526,0.001574938,0.005826922],"category_scores_gemma":[0.00743946,0.0003339919,0.0002558229,0.001403798,0.06691821,0.01110134,0.01080195,0.003507593,0.0003636514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005906291,"about_ca_system_score_gemma":0.005397569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02326434,"about_ca_topic_score_gemma":0.04173413,"domain_scores_codex":[0.9969646,0.001942209,0.00005201477,0.0002527014,0.0003412541,0.0004472113],"domain_scores_gemma":[0.9963512,0.00229662,0.0002244794,0.0004973815,0.0002619014,0.0003683953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002347063,0.00001073478,0.0005945423,0.00007591805,0.000004955575,0.0003551452,0.7423266,0.0001780569,0.0009637024,0.2438881,0.0009158186,0.01066304],"study_design_scores_gemma":[0.000007433375,0.0000302341,0.001481181,0.000282512,0.00001300593,0.0004412664,0.8112515,0.0002874852,0.001249435,0.06566135,0.1192577,0.00003693459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4974155,0.005520471,0.05594252,0.03020064,0.0006108615,0.0001659109,0.0001614543,0.0002989295,0.4096839],"genre_scores_gemma":[0.989626,0.0006261572,0.002847642,0.0003340277,0.00002884868,0.00003076836,0.00001958769,0.00004739021,0.006439401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02326434,"threshold_uncertainty_score":0.04625785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2868839259680814,"score_gpt":0.3883510949109775,"score_spread":0.1014671689428961,"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."}}