{"id":"W3088572020","doi":"","title":"The Case for Asymmetry in Online Research: Caring About Issues in Australian and Canadian Web 1.0 Bee Networks","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Actor–network theory; Agency (philosophy); Interpretation (philosophy); Sociology; Epistemology; Aesthetics; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01596721,0.000363753,0.0004622198,0.003877339,0.02814592,0.01309226,0.002182621,0.003238077,0.004242733],"category_scores_gemma":[0.03359387,0.0004818662,0.0002590772,0.003766994,0.03150878,0.01041727,0.009426752,0.004212982,0.0002403909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04004763,"about_ca_system_score_gemma":0.03240126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7218374,"about_ca_topic_score_gemma":0.7970989,"domain_scores_codex":[0.984855,0.007867614,0.0002877933,0.001271712,0.003416281,0.00230155],"domain_scores_gemma":[0.9642656,0.02009021,0.003724019,0.002879321,0.004771114,0.004269694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003952771,0.00001713324,0.01409388,0.0000851313,0.00001157428,0.0006320725,0.8740401,0.0001131529,0.0004933306,0.08805526,0.00328201,0.01913688],"study_design_scores_gemma":[0.00001065216,0.00002639891,0.05018455,0.000353071,0.00002953539,0.0005129433,0.795,0.0009735369,0.0004127815,0.04108176,0.1113077,0.0001070305],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7698607,0.00176823,0.006954773,0.06221686,0.000241555,0.0001284599,0.0001106966,0.00003929012,0.1586794],"genre_scores_gemma":[0.994095,0.0003177247,0.001135553,0.001494784,0.00002252873,0.00002743468,0.00001783691,0.00001330339,0.002875763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2781626,"threshold_uncertainty_score":0.5596015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5342837002142512,"score_gpt":0.5371576031364196,"score_spread":0.002873902922168381,"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."}}