{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084862,0.0003613053,0.0002543469,0.001097887,0.002741684,0.004011697,0.0005353413,0.0008772622,0.01421785],"category_scores_gemma":[0.001390774,0.0001776103,0.0004931869,0.0008032821,0.007112368,0.004990389,0.002717728,0.001239666,0.002574129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790657,"about_ca_system_score_gemma":0.0008254305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002129625,"about_ca_topic_score_gemma":0.002880863,"domain_scores_codex":[0.9990432,0.000353654,0.00007120411,0.0002455403,0.0001643147,0.0001220907],"domain_scores_gemma":[0.9994808,0.0001921351,0.00005002679,0.0001113373,0.0001140394,0.00005174103],"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":[0.000005161663,0.000001743786,0.00004207007,0.00001117402,7.78669e-7,0.00003095498,0.0005820038,0.00005564101,0.00008783246,0.9946461,0.0009400576,0.003596578],"study_design_scores_gemma":[0.000008108736,0.00001175867,0.0001608082,0.00005271876,0.000003268972,0.0003588765,0.001018818,0.0006381578,0.000425663,0.7715826,0.225731,0.000008301829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02087165,0.002698332,0.111931,0.003016618,0.0006350579,0.00006517853,0.0002703923,0.0003075554,0.8602042],"genre_scores_gemma":[0.815048,0.002651661,0.0519306,0.0008885277,0.0003925179,0.0001838612,0.0006153868,0.0002719211,0.1280176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01421785,"threshold_uncertainty_score":0.04756343,"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."}}