{"id":"W4382404038","doi":"10.31234/osf.io/y3tzs","title":"A Path to Generative Artificial Selves","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Generative grammar; Cognitive science; Artificial life; Creativity; Agency (philosophy); Constructive; Artificial intelligence; Transformation (genetics); Computer science; Self-organization; Psychology; Sociology; Social psychology; Process (computing); Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002766592,0.0005095136,0.0005492771,0.0008570465,0.001975243,0.005498883,0.001521115,0.002110321,0.008068568],"category_scores_gemma":[0.008008145,0.0004263094,0.0006528977,0.0005680645,0.01751498,0.008074054,0.00403869,0.005111619,0.001917119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942662,"about_ca_system_score_gemma":0.001432977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097115,"about_ca_topic_score_gemma":0.0009796573,"domain_scores_codex":[0.9985763,0.0007641992,0.00004569714,0.0002435664,0.0002800028,0.00009028544],"domain_scores_gemma":[0.9967527,0.001637229,0.0001374612,0.0008364846,0.0003627884,0.000273372],"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":[0.000002715432,0.000004393858,0.00006522758,0.00001550886,0.000003543585,0.00001499788,0.0004984864,0.0003349383,0.00006038477,0.9939526,0.0009048123,0.004142387],"study_design_scores_gemma":[0.000003113659,0.000002611871,0.00003123821,0.00001675514,0.000001072843,0.00002018513,0.0001027775,0.0006280235,0.00005005915,0.9797127,0.01942803,0.000003361779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02958681,0.01293529,0.4786763,0.09749017,0.001410064,0.0001269305,0.0002612968,0.000745183,0.378768],"genre_scores_gemma":[0.7489738,0.006124447,0.1851692,0.005745897,0.0009365064,0.0003992829,0.0002808023,0.0004618962,0.05190824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008068568,"threshold_uncertainty_score":0.02699202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05469383396906358,"score_gpt":0.3098613195206268,"score_spread":0.2551674855515633,"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."}}