{"id":"W2945360797","doi":"10.1111/bjet.12802","title":"Immediations and rhythms of speculative design: Implications for value in design‐based research","year":2019,"lang":"en","type":"article","venue":"British Journal of Educational Technology","topic":"Digital Games and Media","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Club; Value (mathematics); Process (computing); Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001401772,0.00004019996,0.0001458869,0.0004446428,0.00006867922,0.00003128857,0.0001844606,0.0001008107,0.00006176947],"category_scores_gemma":[0.002995107,0.00004824545,0.00003639397,0.0006132065,0.0004084107,0.000156527,0.00001698283,0.0001730985,0.000002225302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137602,"about_ca_system_score_gemma":0.00139427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006625136,"about_ca_topic_score_gemma":0.00008057673,"domain_scores_codex":[0.9991207,0.0001130882,0.0002885545,0.0001063104,0.0001837027,0.0001876394],"domain_scores_gemma":[0.9971594,0.001798942,0.0001774926,0.00006865941,0.0007330289,0.00006251368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005916742,0.0006307852,0.02639037,0.000024779,0.00004120034,0.000003096399,0.001870184,0.0007380017,0.001683475,0.8507817,0.00437423,0.113403],"study_design_scores_gemma":[0.001420539,0.0005599711,0.1502649,0.0003952295,0.00001482244,0.0001495901,0.006012944,0.0001516805,0.0008598316,0.8097287,0.03026271,0.0001791349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.793429,0.006577878,0.02542797,0.1537146,0.0008782379,0.002841106,0.00008800696,0.00002079263,0.01702237],"genre_scores_gemma":[0.9665561,0.0003912013,0.03195156,0.00003454355,0.0001085792,0.00004590578,0.000003296465,0.000006344861,0.0009024765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1731271,"threshold_uncertainty_score":0.358564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179718223172288,"score_gpt":0.4150628055581026,"score_spread":0.2970909832408739,"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."}}