{"id":"W3041015407","doi":"10.7202/1079440ar","title":"Defining ectosubjectivity: extraction and implantation of protosubjective fragments","year":2020,"lang":"en","type":"article","venue":"Sens public","topic":"Philosophical and Theoretical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Serialization; GRASP; Transformation (genetics); Sociology; Epistemology; Computer science; Philosophy; Software engineering; Programming language; Chemistry","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":[0.00007935148,0.0000776159,0.0001474828,0.0000615415,0.0001245905,0.00007062014,0.0000386364,0.00002841898,0.0003742666],"category_scores_gemma":[0.0001180032,0.00006241356,0.00004281359,0.00007033195,0.0001629791,0.0002294645,0.00002973749,0.0001036289,0.00002707449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008448402,"about_ca_system_score_gemma":0.00001310709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005036953,"about_ca_topic_score_gemma":0.00005469539,"domain_scores_codex":[0.9993896,0.00005398428,0.0001439309,0.0001618299,0.0001338646,0.0001168141],"domain_scores_gemma":[0.9996244,0.00008080802,0.00007536789,0.0000520809,0.00008327282,0.00008404656],"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":[0.00003687403,0.00005021205,0.0009719584,0.00003619804,0.00007010351,0.000002593326,0.004179966,7.026083e-7,0.0009088241,0.9878923,0.00002097819,0.005829278],"study_design_scores_gemma":[0.001974734,0.001315918,0.008782096,0.0000799502,0.0003633813,0.0000333949,0.007841508,0.004820425,0.01738536,0.9364657,0.02010434,0.0008331239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380343,0.00005597917,0.0001932576,0.006673861,0.0000504275,0.000189845,0.00004339606,0.0000600243,0.05469889],"genre_scores_gemma":[0.999436,0.00000629795,0.00003731687,0.0002748343,0.0001794755,0.0000120171,0.00001663462,0.000007018471,0.00003045003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06140163,"threshold_uncertainty_score":0.4097956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167360684405275,"score_gpt":0.241566399220448,"score_spread":0.2098927923763952,"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."}}