{"id":"W2753671137","doi":"10.5210/fm.v22i9.6847","title":"Information <em>in</em> the ecosystem: Against the “information ecosystem”","year":2017,"lang":"en","type":"article","venue":"First Monday","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Metaphor; Ecosystem; Total human ecosystem; Field (mathematics); Set (abstract data type); Computer science; Sociology; Data science; Ecosystem services; Ecology; World Wide Web; Ecosystem health; Biology; Philosophy","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":[0.005813228,0.00047159,0.0004119641,0.002459371,0.006998104,0.02343811,0.001412059,0.008610267,0.02176784],"category_scores_gemma":[0.01183848,0.0002947646,0.0004101017,0.003008712,0.02097273,0.02887239,0.007454696,0.007605247,0.008310766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007033485,"about_ca_system_score_gemma":0.004595935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007515346,"about_ca_topic_score_gemma":0.00797563,"domain_scores_codex":[0.9960764,0.001955772,0.000145022,0.0003951289,0.00106831,0.0003593483],"domain_scores_gemma":[0.9937351,0.003056434,0.0004189542,0.0009364921,0.001132155,0.0007208051],"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":[0.00002022292,0.000008291054,0.0001993464,0.00006513917,0.000005112093,0.0001297584,0.004300516,0.00007553372,0.0001557503,0.8438685,0.1353415,0.01583041],"study_design_scores_gemma":[0.000008347432,0.000009127886,0.0002371644,0.0002197654,0.000004566893,0.0001685794,0.00351725,0.0003196123,0.0004751669,0.169778,0.8252469,0.00001555276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006954232,0.01337422,0.0142007,0.5753447,0.005439741,0.00002901342,0.0001998708,0.000554906,0.3839026],"genre_scores_gemma":[0.524702,0.01741154,0.01585217,0.1500849,0.006697963,0.0001706811,0.0002251564,0.002024886,0.2828307],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02343811,"threshold_uncertainty_score":0.0728206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290194890974634,"score_gpt":0.2660179904389543,"score_spread":0.253116041529208,"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."}}