{"id":"W3157685126","doi":"","title":"Automating the Achievement of SDGs: Robotics Enabling & Inhibiting the Accomplishment of the SDGs","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Toronto","funders":"","keywords":"Robotics; Artificial intelligence; Robot; Enabling; Sustainable development; Computer science; Sketch; Mainstream; Process (computing); Engineering; Management science; Process management; Political science; Psychology","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":[0.001054228,0.0006209609,0.0003042699,0.0008798946,0.001018688,0.003884626,0.001056371,0.001552903,0.01091854],"category_scores_gemma":[0.001071032,0.0002404353,0.0003493518,0.0009970944,0.003456461,0.004395368,0.001820621,0.001827108,0.004399735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002067653,"about_ca_system_score_gemma":0.00232131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680913,"about_ca_topic_score_gemma":0.004873232,"domain_scores_codex":[0.9993474,0.000194371,0.00002292013,0.00008830856,0.0003017468,0.00004524077],"domain_scores_gemma":[0.9993936,0.0003953452,0.0000243784,0.00004908715,0.0001097117,0.00002784404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000202205,0.00004324346,0.0001606289,0.00066683,0.000007387205,0.000184198,0.003748743,0.002634377,0.001843389,0.7397242,0.05916719,0.1917996],"study_design_scores_gemma":[0.000003122307,0.00003474998,0.0002488988,0.0005324709,0.000005846749,0.0002742259,0.001398394,0.001784738,0.002032274,0.1069896,0.8866768,0.00001876571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004377794,0.02025249,0.1040216,0.008378834,0.001718956,0.0001838473,0.0001041277,0.0003908846,0.8605714],"genre_scores_gemma":[0.06601042,0.03033639,0.1168203,0.003068783,0.0005124335,0.0003356132,0.0002746471,0.0004090408,0.7822325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01091854,"threshold_uncertainty_score":0.03652614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973794307540999,"score_gpt":0.2256946953613385,"score_spread":0.2059567522859286,"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."}}