{"id":"W4390032844","doi":"10.25071/2369-7326.40353","title":"Dissolved","year":2023,"lang":"en","type":"article","venue":"Pivot A Journal of Interdisciplinary Studies and Thought","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001349222,0.00009086713,0.0002548294,0.000114664,0.0009627831,0.00006116807,0.0001748502,0.00004384508,0.00001528592],"category_scores_gemma":[0.0001894514,0.0000637566,0.0001100879,0.0002479649,0.0003972725,0.0002234354,0.0004105797,0.0002181249,0.00001189474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004212735,"about_ca_system_score_gemma":0.00004577164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007987396,"about_ca_topic_score_gemma":0.0001862409,"domain_scores_codex":[0.9990281,0.00009933752,0.0002689667,0.00009946293,0.0002732789,0.0002308555],"domain_scores_gemma":[0.9991075,0.0003349614,0.0001966954,0.00006553935,0.0001991583,0.00009612648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003868179,0.000214331,0.004206507,0.0002226769,0.001386629,0.0009733215,0.6445366,0.0000127617,0.001149769,0.2049116,0.08221541,0.0597836],"study_design_scores_gemma":[0.001034822,0.0008622963,0.02115781,0.0008925263,0.0001506975,0.00008828357,0.4267031,0.00004401453,0.0001950439,0.3364827,0.2119328,0.0004558605],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9056816,0.009440416,0.0001055575,0.05923305,0.002141387,0.0001233321,0.000005163353,0.00005926463,0.02321024],"genre_scores_gemma":[0.9897478,0.006158276,0.0001175113,0.00008996343,0.0007089813,0.000002095106,2.914275e-7,0.00000824606,0.003166846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2178334,"threshold_uncertainty_score":0.7405046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07305090689147882,"score_gpt":0.4203797102279891,"score_spread":0.3473288033365103,"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."}}