{"id":"W4388506359","doi":"10.59490/footprint.16.1.5606","title":"Forest Semiosis","year":2021,"lang":"en","type":"article","venue":"FOOTPRINT","topic":"Digital Media and Philosophy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Semiosis; Semiotics; Techne; Biosemiotics; Epistemology; Philosophy; Conceptualization; Sociology; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003992197,0.00005485257,0.00006679672,0.00002031092,0.0000256556,0.0001103366,0.0003208336,0.00002115037,0.000008386725],"category_scores_gemma":[0.00004745646,0.00005122222,0.00004925993,0.0001785101,0.00001174146,0.00008679569,0.0002836387,0.00005136016,0.0001660332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001101007,"about_ca_system_score_gemma":0.00004088332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002674678,"about_ca_topic_score_gemma":0.000005328927,"domain_scores_codex":[0.9994608,0.00001217921,0.00007978822,0.0001910307,0.0001272608,0.0001289156],"domain_scores_gemma":[0.9994206,0.00003959522,0.0000161303,0.0003979854,0.00004449107,0.00008116659],"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":[7.948162e-7,0.00006094355,0.004082684,0.000009258244,0.00001040397,0.0001016557,0.0001686947,0.00002631252,0.001030312,0.9194041,0.0003260117,0.07477885],"study_design_scores_gemma":[0.0002432141,0.00009201361,0.02896774,0.00004225121,0.000004795186,0.00008885674,0.00001524431,0.001587069,0.08624796,0.6258962,0.2564709,0.0003437511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3242484,0.0002948891,0.1467247,0.0148173,0.002324451,0.0001217106,0.000003212787,0.000437773,0.5110276],"genre_scores_gemma":[0.990295,0.000004616791,0.008822249,0.0004229595,0.00008756915,0.000006663146,0.000001169361,0.000003575159,0.0003561951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6660466,"threshold_uncertainty_score":0.2134077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514644914479676,"score_gpt":0.2136091169189346,"score_spread":0.1984626677741378,"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."}}