{"id":"W4415665074","doi":"10.4324/9781003492375-5","title":"Futuring Practice 2","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Thunder; Studio; Work (physics); Indigenous education","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008795557,0.0001266286,0.0001438548,0.00007235518,0.0002204986,0.0001138016,0.0001015542,0.0000572588,0.08352679],"category_scores_gemma":[0.00005230325,0.00009852845,0.00006378822,0.000001775397,0.000165948,0.00008846507,0.00008644262,0.000243578,0.001837271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003437906,"about_ca_system_score_gemma":0.00007471126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008338658,"about_ca_topic_score_gemma":0.000144847,"domain_scores_codex":[0.9993927,0.000008668619,0.0001225104,0.0001607807,0.0001912819,0.0001239948],"domain_scores_gemma":[0.9993257,0.0002508029,0.00004601917,0.0001516732,0.0001892448,0.00003653986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008158249,0.000004656344,7.382685e-8,0.00002516895,0.00006402072,0.00001502641,0.0004051354,1.737596e-8,4.708091e-8,0.8192623,0.1692467,0.01096865],"study_design_scores_gemma":[0.00004312486,0.00002364057,1.617143e-7,0.00007171368,0.00004268628,0.000001112876,0.001703049,0.00000357642,0.00000154254,0.02100101,0.9769973,0.0001111386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.656104e-8,0.0004706995,0.0001638493,0.0008423339,0.00009007363,0.0001026221,0.00002570579,0.0000572514,0.9982474],"genre_scores_gemma":[0.0003246246,0.0002235459,0.0001162266,0.0004354226,0.0008482226,0.000004639538,0.00001605374,0.00001492415,0.9980164],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8077505,"threshold_uncertainty_score":0.9989399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05283933909512833,"score_gpt":0.2983236111565857,"score_spread":0.2454842720614573,"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."}}